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zipo3<=ID(@MTLCVQy;K?nb2uSOv@_j7_=KKjWoHHOyx_V4d&pr-mZzgWkqlFwMVx! zf*)Ys3d^(6GvkZoYWKnTqVAq+q<*PhEUDeP8*S~j-)L*M??%+> e9H~_a-!g4ktK^0oq%Nk diff --git a/master/.doctrees/index.doctree b/master/.doctrees/index.doctree index e5a53e183e17170c0e91948564dc16f34cab9e96..540554730dc190888b32c6bcc9ee3fb44a6cfb8c 100644 GIT binary patch delta 64 zcmaEJjOooWrVTBOh82}%#-_$4<@#o3rb)>bh6W}n<|&rOsfLMWmWBpKNyfqUblTtTdVLX%#0KM%MO#lD@ delta 64 zcmbPsn{nE0#tn-Z4HF9s%c@e+tMro+4U8;O4UNoFQVcCjj8Y7YjnhobEle%b%q-F@ U(u_>gl2c4g%nUYPVLX%#0NJ1wWB>pF diff --git a/master/.doctrees/nbsphinx/tutorials/audio.ipynb b/master/.doctrees/nbsphinx/tutorials/audio.ipynb index a5e9b1f67..0f9c0a512 100644 --- a/master/.doctrees/nbsphinx/tutorials/audio.ipynb +++ b/master/.doctrees/nbsphinx/tutorials/audio.ipynb @@ -78,10 +78,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:31:56.944045Z", - "iopub.status.busy": "2023-12-05T01:31:56.943525Z", - "iopub.status.idle": "2023-12-05T01:32:00.050415Z", - "shell.execute_reply": "2023-12-05T01:32:00.049813Z" + "iopub.execute_input": "2023-12-07T04:29:22.271546Z", + "iopub.status.busy": "2023-12-07T04:29:22.271353Z", + "iopub.status.idle": "2023-12-07T04:29:25.478087Z", + "shell.execute_reply": "2023-12-07T04:29:25.477468Z" }, "nbsphinx": "hidden" }, @@ -97,7 +97,7 @@ "os.environ[\"TF_CPP_MIN_LOG_LEVEL\"] = \"3\" \n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@4ac43c0a2654179732cafc704e807c3c5c9ec1f1\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@2e3608a2d8561e6936e510f72cfeb3da16fe6824\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", @@ -131,10 +131,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:00.053645Z", - "iopub.status.busy": "2023-12-05T01:32:00.053048Z", - "iopub.status.idle": "2023-12-05T01:32:00.056340Z", - "shell.execute_reply": "2023-12-05T01:32:00.055795Z" + "iopub.execute_input": "2023-12-07T04:29:25.480948Z", + "iopub.status.busy": "2023-12-07T04:29:25.480568Z", + "iopub.status.idle": "2023-12-07T04:29:25.483981Z", + "shell.execute_reply": "2023-12-07T04:29:25.483468Z" }, "id": "LaEiwXUiVHCS" }, @@ -157,10 +157,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:00.058559Z", - "iopub.status.busy": "2023-12-05T01:32:00.058364Z", - "iopub.status.idle": "2023-12-05T01:32:00.063142Z", - "shell.execute_reply": "2023-12-05T01:32:00.062662Z" + "iopub.execute_input": "2023-12-07T04:29:25.486085Z", + "iopub.status.busy": "2023-12-07T04:29:25.485889Z", + "iopub.status.idle": "2023-12-07T04:29:25.490544Z", + "shell.execute_reply": "2023-12-07T04:29:25.490045Z" }, "nbsphinx": "hidden" }, @@ -208,10 +208,10 @@ "base_uri": "https://localhost:8080/" }, "execution": { - "iopub.execute_input": "2023-12-05T01:32:00.065619Z", - "iopub.status.busy": "2023-12-05T01:32:00.065162Z", - "iopub.status.idle": "2023-12-05T01:32:02.037371Z", - "shell.execute_reply": "2023-12-05T01:32:02.036526Z" + "iopub.execute_input": "2023-12-07T04:29:25.493075Z", + "iopub.status.busy": "2023-12-07T04:29:25.492726Z", + "iopub.status.idle": "2023-12-07T04:29:27.158230Z", + "shell.execute_reply": "2023-12-07T04:29:27.157511Z" }, "id": "GRDPEg7-VOQe", "outputId": "cb886220-e86e-4a77-9f3a-d7844c37c3a6" @@ -242,10 +242,10 @@ "base_uri": "https://localhost:8080/" }, "execution": { - "iopub.execute_input": "2023-12-05T01:32:02.040696Z", - "iopub.status.busy": "2023-12-05T01:32:02.040273Z", - "iopub.status.idle": "2023-12-05T01:32:02.052045Z", - "shell.execute_reply": "2023-12-05T01:32:02.051441Z" + "iopub.execute_input": "2023-12-07T04:29:27.161505Z", + "iopub.status.busy": "2023-12-07T04:29:27.161057Z", + "iopub.status.idle": "2023-12-07T04:29:27.173597Z", + "shell.execute_reply": "2023-12-07T04:29:27.172959Z" }, "id": "FDA5sGZwUSur", "outputId": "0cedc509-63fd-4dc3-d32f-4b537dfe3895" @@ -329,10 +329,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:02.083475Z", - "iopub.status.busy": "2023-12-05T01:32:02.083070Z", - "iopub.status.idle": "2023-12-05T01:32:02.088638Z", - "shell.execute_reply": "2023-12-05T01:32:02.088101Z" + "iopub.execute_input": "2023-12-07T04:29:27.205663Z", + "iopub.status.busy": "2023-12-07T04:29:27.205254Z", + "iopub.status.idle": "2023-12-07T04:29:27.210900Z", + "shell.execute_reply": "2023-12-07T04:29:27.210279Z" }, "nbsphinx": "hidden" }, @@ -380,10 +380,10 @@ "height": 92 }, "execution": { - "iopub.execute_input": "2023-12-05T01:32:02.090882Z", - "iopub.status.busy": "2023-12-05T01:32:02.090686Z", - "iopub.status.idle": "2023-12-05T01:32:02.740009Z", - "shell.execute_reply": "2023-12-05T01:32:02.739347Z" + "iopub.execute_input": "2023-12-07T04:29:27.213265Z", + "iopub.status.busy": "2023-12-07T04:29:27.212930Z", + "iopub.status.idle": "2023-12-07T04:29:27.971894Z", + "shell.execute_reply": "2023-12-07T04:29:27.971278Z" }, "id": "dLBvUZLlII5w", "outputId": "c6a4917f-4a82-4a89-9193-415072e45550" @@ -435,10 +435,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:02.742759Z", - "iopub.status.busy": "2023-12-05T01:32:02.742378Z", - "iopub.status.idle": "2023-12-05T01:32:04.559269Z", - "shell.execute_reply": "2023-12-05T01:32:04.558591Z" + "iopub.execute_input": "2023-12-07T04:29:27.974412Z", + "iopub.status.busy": "2023-12-07T04:29:27.974202Z", + "iopub.status.idle": "2023-12-07T04:29:29.191793Z", + "shell.execute_reply": "2023-12-07T04:29:29.191178Z" }, "id": "vL9lkiKsHvKr" }, @@ -472,10 +472,10 @@ "height": 143 }, "execution": { - "iopub.execute_input": "2023-12-05T01:32:04.562153Z", - "iopub.status.busy": "2023-12-05T01:32:04.561941Z", - "iopub.status.idle": "2023-12-05T01:32:04.583961Z", - "shell.execute_reply": "2023-12-05T01:32:04.583325Z" + "iopub.execute_input": "2023-12-07T04:29:29.194634Z", + "iopub.status.busy": "2023-12-07T04:29:29.194379Z", + "iopub.status.idle": "2023-12-07T04:29:29.216910Z", + "shell.execute_reply": "2023-12-07T04:29:29.216389Z" }, "id": "obQYDKdLiUU6", "outputId": "4e923d5c-2cf4-4a5c-827b-0a4fea9d87e4" @@ -555,10 +555,10 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:04.586299Z", - "iopub.status.busy": "2023-12-05T01:32:04.585943Z", - "iopub.status.idle": "2023-12-05T01:32:04.589331Z", - "shell.execute_reply": "2023-12-05T01:32:04.588715Z" + "iopub.execute_input": "2023-12-07T04:29:29.219527Z", + "iopub.status.busy": "2023-12-07T04:29:29.219099Z", + "iopub.status.idle": "2023-12-07T04:29:29.222335Z", + "shell.execute_reply": "2023-12-07T04:29:29.221788Z" }, "id": "I8JqhOZgi94g" }, @@ -580,10 +580,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:04.591489Z", - "iopub.status.busy": "2023-12-05T01:32:04.591267Z", - "iopub.status.idle": "2023-12-05T01:32:22.839995Z", - "shell.execute_reply": "2023-12-05T01:32:22.839350Z" + "iopub.execute_input": "2023-12-07T04:29:29.224775Z", + "iopub.status.busy": "2023-12-07T04:29:29.224391Z", + "iopub.status.idle": "2023-12-07T04:29:47.631677Z", + "shell.execute_reply": "2023-12-07T04:29:47.631007Z" }, "id": "2FSQ2GR9R_YA" }, @@ -615,10 +615,10 @@ "base_uri": "https://localhost:8080/" }, "execution": { - "iopub.execute_input": "2023-12-05T01:32:22.842961Z", - "iopub.status.busy": "2023-12-05T01:32:22.842690Z", - "iopub.status.idle": "2023-12-05T01:32:22.846929Z", - "shell.execute_reply": "2023-12-05T01:32:22.846347Z" + "iopub.execute_input": "2023-12-07T04:29:47.634862Z", + "iopub.status.busy": "2023-12-07T04:29:47.634413Z", + "iopub.status.idle": "2023-12-07T04:29:47.638613Z", + "shell.execute_reply": "2023-12-07T04:29:47.637911Z" }, "id": "kAkY31IVXyr8", "outputId": "fd70d8d6-2f11-48d5-ae9c-a8c97d453632" @@ -677,10 +677,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:22.849487Z", - "iopub.status.busy": "2023-12-05T01:32:22.849146Z", - "iopub.status.idle": "2023-12-05T01:32:28.274519Z", - "shell.execute_reply": "2023-12-05T01:32:28.273850Z" + "iopub.execute_input": "2023-12-07T04:29:47.641198Z", + "iopub.status.busy": "2023-12-07T04:29:47.640826Z", + "iopub.status.idle": "2023-12-07T04:29:53.167826Z", + "shell.execute_reply": "2023-12-07T04:29:53.167131Z" }, "id": "i_drkY9YOcw4" }, @@ -714,10 +714,10 @@ "base_uri": "https://localhost:8080/" }, "execution": { - "iopub.execute_input": "2023-12-05T01:32:28.278267Z", - "iopub.status.busy": "2023-12-05T01:32:28.277865Z", - "iopub.status.idle": "2023-12-05T01:32:28.282988Z", - "shell.execute_reply": "2023-12-05T01:32:28.282410Z" + "iopub.execute_input": "2023-12-07T04:29:53.171612Z", + "iopub.status.busy": "2023-12-07T04:29:53.171179Z", + "iopub.status.idle": "2023-12-07T04:29:53.176429Z", + "shell.execute_reply": "2023-12-07T04:29:53.175844Z" }, "id": "_b-AQeoXOc7q", "outputId": "15ae534a-f517-4906-b177-ca91931a8954" @@ -764,10 +764,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:28.285958Z", - "iopub.status.busy": "2023-12-05T01:32:28.285520Z", - "iopub.status.idle": "2023-12-05T01:32:28.379903Z", - "shell.execute_reply": "2023-12-05T01:32:28.379217Z" + "iopub.execute_input": "2023-12-07T04:29:53.179452Z", + "iopub.status.busy": "2023-12-07T04:29:53.178993Z", + "iopub.status.idle": "2023-12-07T04:29:53.279005Z", + "shell.execute_reply": "2023-12-07T04:29:53.278115Z" } }, "outputs": [ @@ -804,10 +804,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:28.382730Z", - "iopub.status.busy": "2023-12-05T01:32:28.382264Z", - "iopub.status.idle": "2023-12-05T01:32:28.392459Z", - "shell.execute_reply": "2023-12-05T01:32:28.391912Z" + "iopub.execute_input": "2023-12-07T04:29:53.281863Z", + "iopub.status.busy": "2023-12-07T04:29:53.281642Z", + "iopub.status.idle": "2023-12-07T04:29:53.291958Z", + "shell.execute_reply": "2023-12-07T04:29:53.291403Z" }, "scrolled": true }, @@ -862,10 +862,10 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:28.394843Z", - "iopub.status.busy": "2023-12-05T01:32:28.394475Z", - "iopub.status.idle": "2023-12-05T01:32:28.402619Z", - "shell.execute_reply": "2023-12-05T01:32:28.402085Z" + "iopub.execute_input": "2023-12-07T04:29:53.294569Z", + "iopub.status.busy": "2023-12-07T04:29:53.294184Z", + "iopub.status.idle": "2023-12-07T04:29:53.302388Z", + "shell.execute_reply": "2023-12-07T04:29:53.301766Z" } }, "outputs": [ @@ -969,10 +969,10 @@ "execution_count": 18, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:28.405048Z", - "iopub.status.busy": "2023-12-05T01:32:28.404678Z", - "iopub.status.idle": "2023-12-05T01:32:28.409461Z", - "shell.execute_reply": "2023-12-05T01:32:28.408930Z" + "iopub.execute_input": "2023-12-07T04:29:53.304851Z", + "iopub.status.busy": "2023-12-07T04:29:53.304479Z", + "iopub.status.idle": "2023-12-07T04:29:53.309144Z", + "shell.execute_reply": "2023-12-07T04:29:53.308578Z" } }, "outputs": [ @@ -1010,10 +1010,10 @@ "height": 237 }, "execution": { - "iopub.execute_input": "2023-12-05T01:32:28.411786Z", - "iopub.status.busy": "2023-12-05T01:32:28.411419Z", - "iopub.status.idle": "2023-12-05T01:32:28.417376Z", - "shell.execute_reply": "2023-12-05T01:32:28.416771Z" + "iopub.execute_input": "2023-12-07T04:29:53.311635Z", + "iopub.status.busy": "2023-12-07T04:29:53.311266Z", + "iopub.status.idle": "2023-12-07T04:29:53.317197Z", + "shell.execute_reply": "2023-12-07T04:29:53.316567Z" }, "id": "FQwRHgbclpsO", "outputId": "fee5c335-c00e-4fcc-f22b-718705e93182" @@ -1133,10 +1133,10 @@ "height": 92 }, "execution": { - "iopub.execute_input": "2023-12-05T01:32:28.419940Z", - "iopub.status.busy": "2023-12-05T01:32:28.419565Z", - "iopub.status.idle": "2023-12-05T01:32:28.534609Z", - "shell.execute_reply": "2023-12-05T01:32:28.533966Z" + "iopub.execute_input": "2023-12-07T04:29:53.319767Z", + "iopub.status.busy": "2023-12-07T04:29:53.319402Z", + "iopub.status.idle": "2023-12-07T04:29:53.431799Z", + "shell.execute_reply": "2023-12-07T04:29:53.431245Z" }, "id": "ff1NFVlDoysO", "outputId": "8141a036-44c1-4349-c338-880432513e37" @@ -1190,10 +1190,10 @@ "height": 92 }, "execution": { - "iopub.execute_input": "2023-12-05T01:32:28.537179Z", - "iopub.status.busy": "2023-12-05T01:32:28.536816Z", - "iopub.status.idle": "2023-12-05T01:32:28.646444Z", - "shell.execute_reply": "2023-12-05T01:32:28.645816Z" + "iopub.execute_input": "2023-12-07T04:29:53.434349Z", + "iopub.status.busy": "2023-12-07T04:29:53.433936Z", + "iopub.status.idle": "2023-12-07T04:29:53.539650Z", + "shell.execute_reply": "2023-12-07T04:29:53.538978Z" }, "id": "GZgovGkdiaiP", "outputId": "d76b2ccf-8be2-4f3a-df4c-2c5c99150db7" @@ -1238,10 +1238,10 @@ "height": 92 }, "execution": { - "iopub.execute_input": "2023-12-05T01:32:28.649099Z", - "iopub.status.busy": "2023-12-05T01:32:28.648715Z", - "iopub.status.idle": "2023-12-05T01:32:28.754626Z", - "shell.execute_reply": "2023-12-05T01:32:28.754066Z" + "iopub.execute_input": "2023-12-07T04:29:53.542187Z", + "iopub.status.busy": "2023-12-07T04:29:53.541870Z", + "iopub.status.idle": "2023-12-07T04:29:53.647163Z", + "shell.execute_reply": "2023-12-07T04:29:53.646475Z" }, "id": "lfa2eHbMwG8R", "outputId": "6627ebe2-d439-4bf5-e2cb-44f6278ae86c" @@ -1282,10 +1282,10 @@ "execution_count": 23, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:28.757122Z", - "iopub.status.busy": "2023-12-05T01:32:28.756823Z", - "iopub.status.idle": "2023-12-05T01:32:28.860822Z", - "shell.execute_reply": "2023-12-05T01:32:28.860222Z" + "iopub.execute_input": "2023-12-07T04:29:53.649769Z", + 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"IPY_MODEL_6056f94915ec48f38fb1d14da605e7c1", + "max": 15856877.0, + "min": 0.0, + "orientation": "horizontal", + "style": "IPY_MODEL_5d8d6e9ea8ab452dbe6fe0a95de71d9b", + "value": 15856877.0 + } } }, "version_major": 2, diff --git a/master/.doctrees/nbsphinx/tutorials/datalab/datalab_advanced.ipynb b/master/.doctrees/nbsphinx/tutorials/datalab/datalab_advanced.ipynb index da827ac2a..a07f16f61 100644 --- a/master/.doctrees/nbsphinx/tutorials/datalab/datalab_advanced.ipynb +++ b/master/.doctrees/nbsphinx/tutorials/datalab/datalab_advanced.ipynb @@ -80,10 +80,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:34.092419Z", - "iopub.status.busy": "2023-12-05T01:32:34.092231Z", - "iopub.status.idle": "2023-12-05T01:32:35.143134Z", - "shell.execute_reply": "2023-12-05T01:32:35.142464Z" + "iopub.execute_input": "2023-12-07T04:29:58.404426Z", + "iopub.status.busy": "2023-12-07T04:29:58.404238Z", + "iopub.status.idle": "2023-12-07T04:29:59.486000Z", + "shell.execute_reply": "2023-12-07T04:29:59.485392Z" }, "nbsphinx": "hidden" }, @@ -93,7 +93,7 @@ "dependencies = [\"cleanlab\", \"matplotlib\", \"datasets\"] # TODO: make sure this list is updated\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@4ac43c0a2654179732cafc704e807c3c5c9ec1f1\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@2e3608a2d8561e6936e510f72cfeb3da16fe6824\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", @@ -118,10 +118,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:35.146045Z", - "iopub.status.busy": "2023-12-05T01:32:35.145741Z", - "iopub.status.idle": "2023-12-05T01:32:35.149013Z", - "shell.execute_reply": "2023-12-05T01:32:35.148414Z" + "iopub.execute_input": "2023-12-07T04:29:59.488981Z", + "iopub.status.busy": "2023-12-07T04:29:59.488501Z", + "iopub.status.idle": "2023-12-07T04:29:59.491638Z", + "shell.execute_reply": "2023-12-07T04:29:59.491080Z" } }, "outputs": [], @@ -252,10 +252,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:35.151483Z", - "iopub.status.busy": "2023-12-05T01:32:35.151107Z", - "iopub.status.idle": "2023-12-05T01:32:35.160538Z", - "shell.execute_reply": "2023-12-05T01:32:35.160020Z" + "iopub.execute_input": "2023-12-07T04:29:59.494117Z", + "iopub.status.busy": "2023-12-07T04:29:59.493756Z", + "iopub.status.idle": "2023-12-07T04:29:59.503225Z", + "shell.execute_reply": "2023-12-07T04:29:59.502691Z" }, "nbsphinx": "hidden" }, @@ -353,10 +353,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:35.162770Z", - "iopub.status.busy": "2023-12-05T01:32:35.162408Z", - "iopub.status.idle": "2023-12-05T01:32:35.167188Z", - "shell.execute_reply": "2023-12-05T01:32:35.166598Z" + "iopub.execute_input": "2023-12-07T04:29:59.505635Z", + "iopub.status.busy": "2023-12-07T04:29:59.505277Z", + "iopub.status.idle": "2023-12-07T04:29:59.509860Z", + "shell.execute_reply": "2023-12-07T04:29:59.509384Z" } }, "outputs": [], @@ -445,10 +445,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:35.169577Z", - "iopub.status.busy": "2023-12-05T01:32:35.169218Z", - "iopub.status.idle": "2023-12-05T01:32:35.436912Z", - "shell.execute_reply": "2023-12-05T01:32:35.436248Z" + "iopub.execute_input": "2023-12-07T04:29:59.512182Z", + "iopub.status.busy": "2023-12-07T04:29:59.511858Z", + "iopub.status.idle": "2023-12-07T04:29:59.781717Z", + "shell.execute_reply": "2023-12-07T04:29:59.781016Z" }, "nbsphinx": "hidden" }, @@ -517,10 +517,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:35.439856Z", - "iopub.status.busy": "2023-12-05T01:32:35.439469Z", - "iopub.status.idle": "2023-12-05T01:32:35.803516Z", - "shell.execute_reply": "2023-12-05T01:32:35.802865Z" + "iopub.execute_input": "2023-12-07T04:29:59.784595Z", + "iopub.status.busy": "2023-12-07T04:29:59.784382Z", + "iopub.status.idle": "2023-12-07T04:30:00.148564Z", + "shell.execute_reply": "2023-12-07T04:30:00.147886Z" } }, "outputs": [ @@ -568,10 +568,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:35.806355Z", - "iopub.status.busy": "2023-12-05T01:32:35.805967Z", - "iopub.status.idle": "2023-12-05T01:32:35.830258Z", - "shell.execute_reply": "2023-12-05T01:32:35.829621Z" + "iopub.execute_input": "2023-12-07T04:30:00.151286Z", + "iopub.status.busy": "2023-12-07T04:30:00.151064Z", + "iopub.status.idle": "2023-12-07T04:30:00.175520Z", + "shell.execute_reply": "2023-12-07T04:30:00.175011Z" } }, "outputs": [], @@ -607,10 +607,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": 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"ca2071685c0c43fdb034e553367f29d0": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", @@ -1682,29 +1699,7 @@ "width": null } }, - "a4a7883d842040cdac3e2057ad8f0d8d": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HBoxModel", - "state": { - "_dom_classes": [], - "_model_module": "@jupyter-widgets/controls", - "_model_module_version": "1.5.0", - "_model_name": "HBoxModel", - "_view_count": null, - "_view_module": "@jupyter-widgets/controls", - "_view_module_version": "1.5.0", - "_view_name": "HBoxView", - "box_style": "", - "children": [ - "IPY_MODEL_788aa86482cc45eca7d4abe37d4855fd", - "IPY_MODEL_0dfd8921879841c793ef99ff9cbfa081", - "IPY_MODEL_8b438b7039c64644a9a697406eba6350" - ], - "layout": "IPY_MODEL_02cd639cb3a246169b228435224763ad" - } - }, - "d7fba84610c946d5ba578a022cff38aa": { + "d2860ee81a8247d58a9ab3f8d783b9f1": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", @@ -1756,20 +1751,25 @@ "width": null } }, - "f08ee33b911e4b5e8aa32bcbc1e1d8dd": { + "d3225d9c53fb4ec2ad13761dd0b7b8e8": { "model_module": "@jupyter-widgets/controls", "model_module_version": "1.5.0", - "model_name": "ProgressStyleModel", + "model_name": "HTMLModel", "state": { + "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", - "_model_name": "ProgressStyleModel", + "_model_name": "HTMLModel", "_view_count": null, - "_view_module": "@jupyter-widgets/base", - "_view_module_version": "1.2.0", - "_view_name": "StyleView", - "bar_color": null, - "description_width": "" + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_ca2071685c0c43fdb034e553367f29d0", + "placeholder": "​", + "style": "IPY_MODEL_672e29e0337c4fa29a7b0c446d4c69fe", + "value": "Saving the dataset (1/1 shards): 100%" } } }, diff --git a/master/.doctrees/nbsphinx/tutorials/datalab/datalab_quickstart.ipynb b/master/.doctrees/nbsphinx/tutorials/datalab/datalab_quickstart.ipynb index 85176bebb..235e2ac8c 100644 --- a/master/.doctrees/nbsphinx/tutorials/datalab/datalab_quickstart.ipynb +++ b/master/.doctrees/nbsphinx/tutorials/datalab/datalab_quickstart.ipynb @@ -78,10 +78,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:42.145267Z", - "iopub.status.busy": "2023-12-05T01:32:42.145079Z", - "iopub.status.idle": "2023-12-05T01:32:43.191059Z", - "shell.execute_reply": "2023-12-05T01:32:43.190381Z" + "iopub.execute_input": "2023-12-07T04:30:06.577948Z", + "iopub.status.busy": "2023-12-07T04:30:06.577768Z", + "iopub.status.idle": "2023-12-07T04:30:07.639421Z", + "shell.execute_reply": "2023-12-07T04:30:07.638798Z" }, "nbsphinx": "hidden" }, @@ -91,7 +91,7 @@ "dependencies = [\"cleanlab\", \"matplotlib\", \"datasets\"] # TODO: make sure this list is updated\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@4ac43c0a2654179732cafc704e807c3c5c9ec1f1\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@2e3608a2d8561e6936e510f72cfeb3da16fe6824\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", @@ -116,10 +116,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:43.194126Z", - "iopub.status.busy": "2023-12-05T01:32:43.193587Z", - "iopub.status.idle": "2023-12-05T01:32:43.196843Z", - "shell.execute_reply": "2023-12-05T01:32:43.196325Z" + "iopub.execute_input": "2023-12-07T04:30:07.642299Z", + "iopub.status.busy": "2023-12-07T04:30:07.641880Z", + "iopub.status.idle": "2023-12-07T04:30:07.645237Z", + "shell.execute_reply": "2023-12-07T04:30:07.644723Z" } }, "outputs": [], @@ -250,10 +250,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:43.199273Z", - "iopub.status.busy": "2023-12-05T01:32:43.198895Z", - "iopub.status.idle": "2023-12-05T01:32:43.208398Z", - "shell.execute_reply": "2023-12-05T01:32:43.207802Z" + "iopub.execute_input": "2023-12-07T04:30:07.647729Z", + "iopub.status.busy": "2023-12-07T04:30:07.647357Z", + "iopub.status.idle": "2023-12-07T04:30:07.656644Z", + "shell.execute_reply": "2023-12-07T04:30:07.656140Z" }, "nbsphinx": "hidden" }, @@ -351,10 +351,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:43.210626Z", - "iopub.status.busy": "2023-12-05T01:32:43.210279Z", - "iopub.status.idle": "2023-12-05T01:32:43.215119Z", - "shell.execute_reply": "2023-12-05T01:32:43.214528Z" + "iopub.execute_input": "2023-12-07T04:30:07.658892Z", + "iopub.status.busy": "2023-12-07T04:30:07.658521Z", + "iopub.status.idle": "2023-12-07T04:30:07.663533Z", + "shell.execute_reply": "2023-12-07T04:30:07.663035Z" } }, "outputs": [], @@ -443,10 +443,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:43.217645Z", - "iopub.status.busy": "2023-12-05T01:32:43.217283Z", - "iopub.status.idle": "2023-12-05T01:32:43.483938Z", - "shell.execute_reply": "2023-12-05T01:32:43.483339Z" + "iopub.execute_input": "2023-12-07T04:30:07.666113Z", + "iopub.status.busy": "2023-12-07T04:30:07.665670Z", + "iopub.status.idle": "2023-12-07T04:30:07.936890Z", + "shell.execute_reply": "2023-12-07T04:30:07.936273Z" }, "nbsphinx": "hidden" }, @@ -515,10 +515,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:43.486626Z", - "iopub.status.busy": "2023-12-05T01:32:43.486248Z", - "iopub.status.idle": "2023-12-05T01:32:43.851889Z", - "shell.execute_reply": "2023-12-05T01:32:43.851247Z" + "iopub.execute_input": "2023-12-07T04:30:07.939653Z", + "iopub.status.busy": "2023-12-07T04:30:07.939391Z", + "iopub.status.idle": "2023-12-07T04:30:08.310566Z", + "shell.execute_reply": "2023-12-07T04:30:08.309857Z" } }, "outputs": [ @@ -554,10 +554,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:43.854752Z", - "iopub.status.busy": "2023-12-05T01:32:43.854332Z", - "iopub.status.idle": "2023-12-05T01:32:43.857224Z", - "shell.execute_reply": "2023-12-05T01:32:43.856671Z" + "iopub.execute_input": "2023-12-07T04:30:08.313075Z", + "iopub.status.busy": "2023-12-07T04:30:08.312854Z", + "iopub.status.idle": "2023-12-07T04:30:08.315918Z", + "shell.execute_reply": "2023-12-07T04:30:08.315397Z" } }, "outputs": [], @@ -596,10 +596,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:43.859751Z", - "iopub.status.busy": "2023-12-05T01:32:43.859322Z", - "iopub.status.idle": "2023-12-05T01:32:43.883449Z", - "shell.execute_reply": "2023-12-05T01:32:43.882946Z" + "iopub.execute_input": "2023-12-07T04:30:08.318297Z", + "iopub.status.busy": "2023-12-07T04:30:08.318099Z", + "iopub.status.idle": "2023-12-07T04:30:08.342426Z", + "shell.execute_reply": "2023-12-07T04:30:08.341940Z" } }, "outputs": [], @@ -632,10 +632,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:43.885889Z", - "iopub.status.busy": "2023-12-05T01:32:43.885552Z", - "iopub.status.idle": "2023-12-05T01:32:45.134688Z", - "shell.execute_reply": "2023-12-05T01:32:45.133974Z" + "iopub.execute_input": "2023-12-07T04:30:08.344796Z", + "iopub.status.busy": "2023-12-07T04:30:08.344593Z", + "iopub.status.idle": "2023-12-07T04:30:09.621693Z", + "shell.execute_reply": "2023-12-07T04:30:09.620947Z" } }, "outputs": [ @@ -677,10 +677,10 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:45.137604Z", - "iopub.status.busy": "2023-12-05T01:32:45.137233Z", - "iopub.status.idle": "2023-12-05T01:32:45.154155Z", - "shell.execute_reply": "2023-12-05T01:32:45.153637Z" + "iopub.execute_input": "2023-12-07T04:30:09.624507Z", + "iopub.status.busy": "2023-12-07T04:30:09.624106Z", + "iopub.status.idle": "2023-12-07T04:30:09.640943Z", + "shell.execute_reply": "2023-12-07T04:30:09.640388Z" } }, "outputs": [ @@ -814,10 +814,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:45.156697Z", - "iopub.status.busy": "2023-12-05T01:32:45.156331Z", - "iopub.status.idle": "2023-12-05T01:32:45.163081Z", - "shell.execute_reply": "2023-12-05T01:32:45.162558Z" + "iopub.execute_input": "2023-12-07T04:30:09.643534Z", + "iopub.status.busy": "2023-12-07T04:30:09.643165Z", + "iopub.status.idle": "2023-12-07T04:30:09.649909Z", + "shell.execute_reply": "2023-12-07T04:30:09.649268Z" } }, "outputs": [ @@ -907,10 +907,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:45.165541Z", - "iopub.status.busy": "2023-12-05T01:32:45.165180Z", - "iopub.status.idle": "2023-12-05T01:32:45.171199Z", - "shell.execute_reply": "2023-12-05T01:32:45.170595Z" + "iopub.execute_input": "2023-12-07T04:30:09.652503Z", + "iopub.status.busy": "2023-12-07T04:30:09.652159Z", + "iopub.status.idle": "2023-12-07T04:30:09.658307Z", + "shell.execute_reply": "2023-12-07T04:30:09.657689Z" } }, "outputs": [ @@ -977,10 +977,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:45.173659Z", - "iopub.status.busy": "2023-12-05T01:32:45.173295Z", - "iopub.status.idle": "2023-12-05T01:32:45.181664Z", - "shell.execute_reply": "2023-12-05T01:32:45.181030Z" + "iopub.execute_input": "2023-12-07T04:30:09.660717Z", + "iopub.status.busy": "2023-12-07T04:30:09.660276Z", + "iopub.status.idle": "2023-12-07T04:30:09.668665Z", + "shell.execute_reply": "2023-12-07T04:30:09.668055Z" } }, "outputs": [ @@ -1122,10 +1122,10 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:45.183931Z", - "iopub.status.busy": "2023-12-05T01:32:45.183733Z", - "iopub.status.idle": "2023-12-05T01:32:45.193436Z", - "shell.execute_reply": "2023-12-05T01:32:45.192913Z" + "iopub.execute_input": "2023-12-07T04:30:09.671131Z", + "iopub.status.busy": "2023-12-07T04:30:09.670670Z", + "iopub.status.idle": "2023-12-07T04:30:09.680220Z", + "shell.execute_reply": "2023-12-07T04:30:09.679594Z" } }, "outputs": [ @@ -1241,10 +1241,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:45.195650Z", - "iopub.status.busy": "2023-12-05T01:32:45.195460Z", - "iopub.status.idle": "2023-12-05T01:32:45.202808Z", - "shell.execute_reply": "2023-12-05T01:32:45.202285Z" + "iopub.execute_input": "2023-12-07T04:30:09.682621Z", + "iopub.status.busy": "2023-12-07T04:30:09.682181Z", + "iopub.status.idle": "2023-12-07T04:30:09.689591Z", + "shell.execute_reply": "2023-12-07T04:30:09.688994Z" }, "scrolled": true }, @@ -1357,10 +1357,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:45.204965Z", - "iopub.status.busy": "2023-12-05T01:32:45.204773Z", - "iopub.status.idle": "2023-12-05T01:32:45.214834Z", - "shell.execute_reply": "2023-12-05T01:32:45.214308Z" + "iopub.execute_input": "2023-12-07T04:30:09.691906Z", + "iopub.status.busy": "2023-12-07T04:30:09.691707Z", + "iopub.status.idle": "2023-12-07T04:30:09.701947Z", + "shell.execute_reply": "2023-12-07T04:30:09.701347Z" } }, "outputs": [ diff --git a/master/.doctrees/nbsphinx/tutorials/datalab/tabular.ipynb b/master/.doctrees/nbsphinx/tutorials/datalab/tabular.ipynb index 670768aa8..4552e0a7c 100644 --- a/master/.doctrees/nbsphinx/tutorials/datalab/tabular.ipynb +++ b/master/.doctrees/nbsphinx/tutorials/datalab/tabular.ipynb @@ -74,10 +74,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:50.344230Z", - "iopub.status.busy": "2023-12-05T01:32:50.344055Z", - "iopub.status.idle": "2023-12-05T01:32:51.342279Z", - "shell.execute_reply": "2023-12-05T01:32:51.341671Z" + "iopub.execute_input": "2023-12-07T04:30:14.612629Z", + "iopub.status.busy": "2023-12-07T04:30:14.612452Z", + "iopub.status.idle": "2023-12-07T04:30:15.639100Z", + "shell.execute_reply": "2023-12-07T04:30:15.638519Z" }, "nbsphinx": "hidden" }, @@ -87,7 +87,7 @@ "dependencies = [\"cleanlab\", \"datasets\"]\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@4ac43c0a2654179732cafc704e807c3c5c9ec1f1\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@2e3608a2d8561e6936e510f72cfeb3da16fe6824\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", @@ -112,10 +112,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:51.345324Z", - "iopub.status.busy": "2023-12-05T01:32:51.344750Z", - "iopub.status.idle": "2023-12-05T01:32:51.361504Z", - "shell.execute_reply": "2023-12-05T01:32:51.360893Z" + "iopub.execute_input": "2023-12-07T04:30:15.642178Z", + "iopub.status.busy": "2023-12-07T04:30:15.641685Z", + "iopub.status.idle": "2023-12-07T04:30:15.659016Z", + "shell.execute_reply": "2023-12-07T04:30:15.658530Z" } }, "outputs": [], @@ -155,10 +155,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:51.364134Z", - "iopub.status.busy": "2023-12-05T01:32:51.363788Z", - "iopub.status.idle": "2023-12-05T01:32:51.678406Z", - "shell.execute_reply": "2023-12-05T01:32:51.677809Z" + "iopub.execute_input": "2023-12-07T04:30:15.661619Z", + "iopub.status.busy": "2023-12-07T04:30:15.661171Z", + "iopub.status.idle": "2023-12-07T04:30:15.809184Z", + "shell.execute_reply": "2023-12-07T04:30:15.808613Z" } }, "outputs": [ @@ -265,10 +265,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:51.680633Z", - "iopub.status.busy": "2023-12-05T01:32:51.680438Z", - "iopub.status.idle": "2023-12-05T01:32:51.684024Z", - "shell.execute_reply": "2023-12-05T01:32:51.683432Z" + "iopub.execute_input": "2023-12-07T04:30:15.811855Z", + "iopub.status.busy": "2023-12-07T04:30:15.811401Z", + "iopub.status.idle": "2023-12-07T04:30:15.816055Z", + "shell.execute_reply": "2023-12-07T04:30:15.815431Z" } }, "outputs": [], @@ -289,10 +289,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:51.686199Z", - "iopub.status.busy": "2023-12-05T01:32:51.686001Z", - "iopub.status.idle": "2023-12-05T01:32:51.693664Z", - "shell.execute_reply": "2023-12-05T01:32:51.693189Z" + "iopub.execute_input": "2023-12-07T04:30:15.818492Z", + "iopub.status.busy": "2023-12-07T04:30:15.818052Z", + "iopub.status.idle": "2023-12-07T04:30:15.826499Z", + "shell.execute_reply": "2023-12-07T04:30:15.825893Z" } }, "outputs": [], @@ -337,10 +337,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:51.695972Z", - "iopub.status.busy": "2023-12-05T01:32:51.695777Z", - "iopub.status.idle": "2023-12-05T01:32:51.698529Z", - "shell.execute_reply": "2023-12-05T01:32:51.698010Z" + "iopub.execute_input": "2023-12-07T04:30:15.829027Z", + "iopub.status.busy": "2023-12-07T04:30:15.828603Z", + "iopub.status.idle": "2023-12-07T04:30:15.831442Z", + "shell.execute_reply": "2023-12-07T04:30:15.830832Z" } }, "outputs": [], @@ -362,10 +362,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:51.700634Z", - "iopub.status.busy": "2023-12-05T01:32:51.700446Z", - "iopub.status.idle": "2023-12-05T01:32:55.267271Z", - "shell.execute_reply": "2023-12-05T01:32:55.266565Z" + "iopub.execute_input": "2023-12-07T04:30:15.833627Z", + "iopub.status.busy": "2023-12-07T04:30:15.833427Z", + "iopub.status.idle": "2023-12-07T04:30:19.487565Z", + "shell.execute_reply": "2023-12-07T04:30:19.486904Z" } }, "outputs": [], @@ -401,10 +401,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:55.270548Z", - "iopub.status.busy": "2023-12-05T01:32:55.270112Z", - "iopub.status.idle": "2023-12-05T01:32:55.279865Z", - "shell.execute_reply": "2023-12-05T01:32:55.279381Z" + "iopub.execute_input": "2023-12-07T04:30:19.490684Z", + "iopub.status.busy": "2023-12-07T04:30:19.490462Z", + "iopub.status.idle": "2023-12-07T04:30:19.499954Z", + "shell.execute_reply": "2023-12-07T04:30:19.499438Z" } }, "outputs": [], @@ -436,10 +436,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:55.282248Z", - "iopub.status.busy": "2023-12-05T01:32:55.281881Z", - "iopub.status.idle": "2023-12-05T01:32:56.568739Z", - "shell.execute_reply": "2023-12-05T01:32:56.567934Z" + "iopub.execute_input": "2023-12-07T04:30:19.502271Z", + "iopub.status.busy": "2023-12-07T04:30:19.502075Z", + "iopub.status.idle": "2023-12-07T04:30:20.834123Z", + "shell.execute_reply": "2023-12-07T04:30:20.833385Z" } }, "outputs": [ @@ -474,10 +474,10 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:56.573300Z", - "iopub.status.busy": "2023-12-05T01:32:56.571958Z", - "iopub.status.idle": "2023-12-05T01:32:56.595846Z", - "shell.execute_reply": "2023-12-05T01:32:56.595246Z" + "iopub.execute_input": "2023-12-07T04:30:20.838754Z", + "iopub.status.busy": "2023-12-07T04:30:20.837392Z", + "iopub.status.idle": "2023-12-07T04:30:20.861919Z", + "shell.execute_reply": "2023-12-07T04:30:20.861310Z" }, "scrolled": true }, @@ -602,10 +602,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:56.600099Z", - "iopub.status.busy": "2023-12-05T01:32:56.598967Z", - "iopub.status.idle": "2023-12-05T01:32:56.611404Z", - "shell.execute_reply": "2023-12-05T01:32:56.610799Z" + "iopub.execute_input": "2023-12-07T04:30:20.866229Z", + "iopub.status.busy": "2023-12-07T04:30:20.865104Z", + "iopub.status.idle": "2023-12-07T04:30:20.877843Z", + "shell.execute_reply": "2023-12-07T04:30:20.877250Z" } }, "outputs": [ @@ -709,10 +709,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:56.615607Z", - "iopub.status.busy": "2023-12-05T01:32:56.614478Z", - "iopub.status.idle": "2023-12-05T01:32:56.628768Z", - "shell.execute_reply": "2023-12-05T01:32:56.628188Z" + "iopub.execute_input": "2023-12-07T04:30:20.882146Z", + "iopub.status.busy": "2023-12-07T04:30:20.881006Z", + "iopub.status.idle": "2023-12-07T04:30:20.895559Z", + "shell.execute_reply": "2023-12-07T04:30:20.894951Z" } }, "outputs": [ @@ -841,10 +841,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:56.633040Z", - "iopub.status.busy": "2023-12-05T01:32:56.631929Z", - "iopub.status.idle": "2023-12-05T01:32:56.644434Z", - "shell.execute_reply": "2023-12-05T01:32:56.643852Z" + "iopub.execute_input": "2023-12-07T04:30:20.899890Z", + "iopub.status.busy": "2023-12-07T04:30:20.898754Z", + "iopub.status.idle": "2023-12-07T04:30:20.911464Z", + "shell.execute_reply": "2023-12-07T04:30:20.910852Z" } }, "outputs": [ @@ -958,10 +958,10 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:56.648677Z", - "iopub.status.busy": "2023-12-05T01:32:56.647574Z", - "iopub.status.idle": "2023-12-05T01:32:56.661330Z", - "shell.execute_reply": "2023-12-05T01:32:56.660834Z" + "iopub.execute_input": "2023-12-07T04:30:20.915788Z", + "iopub.status.busy": "2023-12-07T04:30:20.914654Z", + "iopub.status.idle": "2023-12-07T04:30:20.928474Z", + "shell.execute_reply": "2023-12-07T04:30:20.927837Z" } }, "outputs": [ @@ -1072,10 +1072,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:56.663793Z", - "iopub.status.busy": "2023-12-05T01:32:56.663430Z", - "iopub.status.idle": "2023-12-05T01:32:56.670632Z", - "shell.execute_reply": "2023-12-05T01:32:56.670026Z" + "iopub.execute_input": "2023-12-07T04:30:20.930994Z", + "iopub.status.busy": "2023-12-07T04:30:20.930796Z", + "iopub.status.idle": "2023-12-07T04:30:20.938950Z", + "shell.execute_reply": "2023-12-07T04:30:20.938085Z" } }, "outputs": [ @@ -1159,10 +1159,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:56.672863Z", - "iopub.status.busy": "2023-12-05T01:32:56.672681Z", - "iopub.status.idle": "2023-12-05T01:32:56.679840Z", - "shell.execute_reply": "2023-12-05T01:32:56.679313Z" + "iopub.execute_input": "2023-12-07T04:30:20.941540Z", + "iopub.status.busy": "2023-12-07T04:30:20.941341Z", + "iopub.status.idle": "2023-12-07T04:30:20.948793Z", + "shell.execute_reply": "2023-12-07T04:30:20.948211Z" } }, "outputs": [ @@ -1246,10 +1246,10 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:32:56.682184Z", - "iopub.status.busy": "2023-12-05T01:32:56.681823Z", - "iopub.status.idle": "2023-12-05T01:32:56.688738Z", - "shell.execute_reply": "2023-12-05T01:32:56.688230Z" + "iopub.execute_input": "2023-12-07T04:30:20.951460Z", + "iopub.status.busy": "2023-12-07T04:30:20.950865Z", + "iopub.status.idle": "2023-12-07T04:30:20.958177Z", + "shell.execute_reply": "2023-12-07T04:30:20.957684Z" }, "nbsphinx": "hidden" }, diff --git a/master/.doctrees/nbsphinx/tutorials/datalab/text.ipynb b/master/.doctrees/nbsphinx/tutorials/datalab/text.ipynb index 59d3ff0b9..0f4bc343d 100644 --- a/master/.doctrees/nbsphinx/tutorials/datalab/text.ipynb +++ b/master/.doctrees/nbsphinx/tutorials/datalab/text.ipynb @@ -75,10 +75,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:33:01.169465Z", - "iopub.status.busy": "2023-12-05T01:33:01.169268Z", - "iopub.status.idle": "2023-12-05T01:33:03.404441Z", - "shell.execute_reply": "2023-12-05T01:33:03.403842Z" + "iopub.execute_input": "2023-12-07T04:30:25.492684Z", + "iopub.status.busy": "2023-12-07T04:30:25.492172Z", + "iopub.status.idle": "2023-12-07T04:30:27.914212Z", + "shell.execute_reply": "2023-12-07T04:30:27.913504Z" }, "nbsphinx": "hidden" }, @@ -93,7 +93,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "0e432569629a488a9973549a22cfcc97", + "model_id": "b2e218828ced40ebafbe011173a1af64", "version_major": 2, "version_minor": 0 }, @@ -118,7 +118,7 @@ "os.environ[\"TOKENIZERS_PARALLELISM\"] = \"false\" # disable parallelism to avoid deadlocks with huggingface\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@4ac43c0a2654179732cafc704e807c3c5c9ec1f1\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@2e3608a2d8561e6936e510f72cfeb3da16fe6824\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", @@ -143,10 +143,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:33:03.407497Z", - "iopub.status.busy": "2023-12-05T01:33:03.406966Z", - "iopub.status.idle": "2023-12-05T01:33:03.410318Z", - "shell.execute_reply": "2023-12-05T01:33:03.409790Z" + "iopub.execute_input": "2023-12-07T04:30:27.917265Z", + "iopub.status.busy": "2023-12-07T04:30:27.916961Z", + "iopub.status.idle": "2023-12-07T04:30:27.920396Z", + "shell.execute_reply": "2023-12-07T04:30:27.919837Z" } }, "outputs": [], @@ -167,10 +167,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:33:03.412605Z", - "iopub.status.busy": "2023-12-05T01:33:03.412305Z", - "iopub.status.idle": "2023-12-05T01:33:03.415496Z", - "shell.execute_reply": "2023-12-05T01:33:03.414973Z" + "iopub.execute_input": "2023-12-07T04:30:27.922797Z", + "iopub.status.busy": "2023-12-07T04:30:27.922324Z", + "iopub.status.idle": "2023-12-07T04:30:27.925691Z", + "shell.execute_reply": "2023-12-07T04:30:27.925083Z" }, "nbsphinx": "hidden" }, @@ -200,10 +200,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:33:03.417810Z", - "iopub.status.busy": "2023-12-05T01:33:03.417439Z", - "iopub.status.idle": "2023-12-05T01:33:03.572108Z", - "shell.execute_reply": "2023-12-05T01:33:03.571590Z" + "iopub.execute_input": "2023-12-07T04:30:27.928072Z", + "iopub.status.busy": "2023-12-07T04:30:27.927618Z", + "iopub.status.idle": "2023-12-07T04:30:27.979730Z", + "shell.execute_reply": "2023-12-07T04:30:27.979131Z" } }, "outputs": [ @@ -293,10 +293,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:33:03.574288Z", - "iopub.status.busy": "2023-12-05T01:33:03.573987Z", - "iopub.status.idle": "2023-12-05T01:33:03.578268Z", - "shell.execute_reply": "2023-12-05T01:33:03.577739Z" + "iopub.execute_input": "2023-12-07T04:30:27.982040Z", + "iopub.status.busy": "2023-12-07T04:30:27.981798Z", + "iopub.status.idle": "2023-12-07T04:30:27.986219Z", + "shell.execute_reply": "2023-12-07T04:30:27.985600Z" } }, "outputs": [ @@ -305,7 +305,7 @@ "output_type": "stream", "text": [ "This dataset has 10 classes.\n", - "Classes: {'cancel_transfer', 'card_payment_fee_charged', 'card_about_to_expire', 'apple_pay_or_google_pay', 'supported_cards_and_currencies', 'beneficiary_not_allowed', 'getting_spare_card', 'change_pin', 'visa_or_mastercard', 'lost_or_stolen_phone'}\n" + "Classes: {'cancel_transfer', 'card_about_to_expire', 'supported_cards_and_currencies', 'apple_pay_or_google_pay', 'lost_or_stolen_phone', 'getting_spare_card', 'card_payment_fee_charged', 'change_pin', 'beneficiary_not_allowed', 'visa_or_mastercard'}\n" ] } ], @@ -329,10 +329,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:33:03.580530Z", - "iopub.status.busy": "2023-12-05T01:33:03.580229Z", - "iopub.status.idle": "2023-12-05T01:33:03.584005Z", - "shell.execute_reply": "2023-12-05T01:33:03.583481Z" + "iopub.execute_input": "2023-12-07T04:30:27.988630Z", + "iopub.status.busy": "2023-12-07T04:30:27.988260Z", + "iopub.status.idle": "2023-12-07T04:30:27.991695Z", + "shell.execute_reply": "2023-12-07T04:30:27.991079Z" } }, "outputs": [ @@ -387,17 +387,17 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:33:03.586522Z", - "iopub.status.busy": "2023-12-05T01:33:03.586114Z", - "iopub.status.idle": "2023-12-05T01:33:14.215617Z", - "shell.execute_reply": "2023-12-05T01:33:14.214874Z" + "iopub.execute_input": "2023-12-07T04:30:27.994206Z", + "iopub.status.busy": "2023-12-07T04:30:27.993835Z", + "iopub.status.idle": "2023-12-07T04:30:37.114620Z", + "shell.execute_reply": "2023-12-07T04:30:37.113984Z" } }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "2b24129038e347c497a1f3b63f00cbc6", + "model_id": "546130dd5a3843138efe64c75883f1d5", "version_major": 2, "version_minor": 0 }, @@ -411,7 +411,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "dfa31804fe3045888547a57cebfcc384", + "model_id": "d44a89f053fa4166bd3b64b64e36d6fd", "version_major": 2, "version_minor": 0 }, @@ -425,7 +425,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "a5d09f2b95354e3da0819cf52062e5cb", + "model_id": "250ae6f6b7d7493dbd742d121796235b", "version_major": 2, "version_minor": 0 }, @@ -439,7 +439,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "b78d34c116ed45179951705a4b7254bb", + "model_id": "bee87eb5e97b4ddc9329f18f436e8470", "version_major": 2, "version_minor": 0 }, @@ -453,7 +453,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "d16c4faecb994d1187cad89387039cac", + "model_id": "e3ff9186eb464778a18fd500dc1e8193", "version_major": 2, "version_minor": 0 }, @@ -467,7 +467,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "fb7d686374c943e4a179873f1a73d71c", + "model_id": "6a8835c571284d4c9aa4cf073b8ca4fa", "version_major": 2, "version_minor": 0 }, @@ -481,7 +481,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "4a8287e859274d7c8c14b4dea42eb41b", + "model_id": "18cb39f12b454434a894137f398c8da2", "version_major": 2, "version_minor": 0 }, @@ -535,10 +535,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:33:14.219241Z", - "iopub.status.busy": "2023-12-05T01:33:14.218753Z", - "iopub.status.idle": "2023-12-05T01:33:15.381626Z", - "shell.execute_reply": "2023-12-05T01:33:15.380980Z" + "iopub.execute_input": "2023-12-07T04:30:37.118152Z", + "iopub.status.busy": "2023-12-07T04:30:37.117726Z", + "iopub.status.idle": "2023-12-07T04:30:38.289660Z", + "shell.execute_reply": "2023-12-07T04:30:38.288981Z" }, "scrolled": true }, @@ -570,10 +570,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:33:15.386057Z", - "iopub.status.busy": "2023-12-05T01:33:15.384910Z", - "iopub.status.idle": "2023-12-05T01:33:15.389442Z", - "shell.execute_reply": "2023-12-05T01:33:15.388882Z" + "iopub.execute_input": "2023-12-07T04:30:38.294265Z", + "iopub.status.busy": "2023-12-07T04:30:38.292929Z", + "iopub.status.idle": "2023-12-07T04:30:38.297713Z", + "shell.execute_reply": "2023-12-07T04:30:38.297136Z" } }, "outputs": [], @@ -593,10 +593,10 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:33:15.393728Z", - "iopub.status.busy": "2023-12-05T01:33:15.392628Z", - "iopub.status.idle": "2023-12-05T01:33:16.822085Z", - "shell.execute_reply": "2023-12-05T01:33:16.821290Z" + "iopub.execute_input": "2023-12-07T04:30:38.302064Z", + "iopub.status.busy": "2023-12-07T04:30:38.300947Z", + "iopub.status.idle": "2023-12-07T04:30:39.783248Z", + "shell.execute_reply": "2023-12-07T04:30:39.782490Z" }, "scrolled": true }, @@ -638,10 +638,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:33:16.826667Z", - "iopub.status.busy": "2023-12-05T01:33:16.825232Z", - "iopub.status.idle": "2023-12-05T01:33:16.849746Z", - "shell.execute_reply": "2023-12-05T01:33:16.849147Z" + "iopub.execute_input": "2023-12-07T04:30:39.786960Z", + "iopub.status.busy": "2023-12-07T04:30:39.786140Z", + "iopub.status.idle": "2023-12-07T04:30:39.808948Z", + "shell.execute_reply": "2023-12-07T04:30:39.808366Z" }, "scrolled": true }, @@ -766,10 +766,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:33:16.854008Z", - "iopub.status.busy": "2023-12-05T01:33:16.852897Z", - "iopub.status.idle": "2023-12-05T01:33:16.865721Z", - "shell.execute_reply": "2023-12-05T01:33:16.865135Z" + "iopub.execute_input": "2023-12-07T04:30:39.811893Z", + "iopub.status.busy": 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b/master/.doctrees/nbsphinx/tutorials/dataset_health.ipynb index d2a91a618..00221cf07 100644 --- a/master/.doctrees/nbsphinx/tutorials/dataset_health.ipynb +++ b/master/.doctrees/nbsphinx/tutorials/dataset_health.ipynb @@ -68,10 +68,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:33:22.517098Z", - "iopub.status.busy": "2023-12-05T01:33:22.516906Z", - "iopub.status.idle": "2023-12-05T01:33:23.521185Z", - "shell.execute_reply": "2023-12-05T01:33:23.520547Z" + "iopub.execute_input": "2023-12-07T04:30:44.838891Z", + "iopub.status.busy": "2023-12-07T04:30:44.838363Z", + "iopub.status.idle": "2023-12-07T04:30:45.849449Z", + "shell.execute_reply": "2023-12-07T04:30:45.848781Z" }, "nbsphinx": "hidden" }, @@ -83,7 +83,7 @@ "dependencies = [\"cleanlab\", \"requests\"]\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@4ac43c0a2654179732cafc704e807c3c5c9ec1f1\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@2e3608a2d8561e6936e510f72cfeb3da16fe6824\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", @@ -108,10 +108,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:33:23.524547Z", - "iopub.status.busy": "2023-12-05T01:33:23.523860Z", - "iopub.status.idle": "2023-12-05T01:33:23.527088Z", - "shell.execute_reply": "2023-12-05T01:33:23.526556Z" + "iopub.execute_input": "2023-12-07T04:30:45.852622Z", + "iopub.status.busy": "2023-12-07T04:30:45.852136Z", + "iopub.status.idle": "2023-12-07T04:30:45.855121Z", + "shell.execute_reply": "2023-12-07T04:30:45.854542Z" }, "id": "_UvI80l42iyi" }, @@ -201,10 +201,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:33:23.529758Z", - "iopub.status.busy": "2023-12-05T01:33:23.529392Z", - "iopub.status.idle": "2023-12-05T01:33:23.542886Z", - "shell.execute_reply": "2023-12-05T01:33:23.542399Z" + "iopub.execute_input": "2023-12-07T04:30:45.857643Z", + "iopub.status.busy": "2023-12-07T04:30:45.857458Z", + "iopub.status.idle": "2023-12-07T04:30:45.870629Z", + "shell.execute_reply": "2023-12-07T04:30:45.870116Z" }, "nbsphinx": "hidden" }, @@ -283,10 +283,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:33:23.545400Z", - "iopub.status.busy": "2023-12-05T01:33:23.545036Z", - "iopub.status.idle": "2023-12-05T01:33:29.650011Z", - "shell.execute_reply": "2023-12-05T01:33:29.649425Z" + "iopub.execute_input": "2023-12-07T04:30:45.873115Z", + "iopub.status.busy": "2023-12-07T04:30:45.872747Z", + "iopub.status.idle": "2023-12-07T04:30:49.894862Z", + "shell.execute_reply": "2023-12-07T04:30:49.894279Z" }, "id": "dhTHOg8Pyv5G" }, diff --git a/master/.doctrees/nbsphinx/tutorials/faq.ipynb b/master/.doctrees/nbsphinx/tutorials/faq.ipynb index f4df3d42a..040abce87 100644 --- a/master/.doctrees/nbsphinx/tutorials/faq.ipynb +++ b/master/.doctrees/nbsphinx/tutorials/faq.ipynb @@ -18,10 +18,10 @@ "id": "2a4efdde", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:33:34.144990Z", - "iopub.status.busy": "2023-12-05T01:33:34.144797Z", - "iopub.status.idle": "2023-12-05T01:33:35.137726Z", - "shell.execute_reply": "2023-12-05T01:33:35.137133Z" + "iopub.execute_input": "2023-12-07T04:30:54.340713Z", + "iopub.status.busy": "2023-12-07T04:30:54.340512Z", + "iopub.status.idle": "2023-12-07T04:30:55.354385Z", + "shell.execute_reply": "2023-12-07T04:30:55.353694Z" }, "nbsphinx": "hidden" }, @@ -97,10 +97,10 @@ "id": "239d5ee7", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:33:35.140814Z", - "iopub.status.busy": "2023-12-05T01:33:35.140382Z", - "iopub.status.idle": "2023-12-05T01:33:35.143934Z", - "shell.execute_reply": "2023-12-05T01:33:35.143315Z" + "iopub.execute_input": "2023-12-07T04:30:55.357406Z", + "iopub.status.busy": "2023-12-07T04:30:55.357093Z", + "iopub.status.idle": "2023-12-07T04:30:55.360694Z", + "shell.execute_reply": "2023-12-07T04:30:55.360156Z" } }, "outputs": [], @@ -136,10 +136,10 @@ "id": "28b324aa", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:33:35.146253Z", - "iopub.status.busy": "2023-12-05T01:33:35.145906Z", - "iopub.status.idle": "2023-12-05T01:33:37.083916Z", - "shell.execute_reply": "2023-12-05T01:33:37.083091Z" + "iopub.execute_input": "2023-12-07T04:30:55.363234Z", + "iopub.status.busy": "2023-12-07T04:30:55.362739Z", + "iopub.status.idle": "2023-12-07T04:30:57.326334Z", + "shell.execute_reply": "2023-12-07T04:30:57.325645Z" } }, "outputs": [], @@ -162,10 +162,10 @@ "id": "28b324ab", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:33:37.087417Z", - "iopub.status.busy": "2023-12-05T01:33:37.086606Z", - "iopub.status.idle": "2023-12-05T01:33:37.122675Z", - "shell.execute_reply": "2023-12-05T01:33:37.121911Z" + "iopub.execute_input": "2023-12-07T04:30:57.329622Z", + "iopub.status.busy": "2023-12-07T04:30:57.329043Z", + "iopub.status.idle": "2023-12-07T04:30:57.365120Z", + "shell.execute_reply": "2023-12-07T04:30:57.364356Z" } }, "outputs": [], @@ -188,10 +188,10 @@ "id": "90c10e18", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:33:37.125792Z", - "iopub.status.busy": "2023-12-05T01:33:37.125486Z", - "iopub.status.idle": "2023-12-05T01:33:37.160684Z", - "shell.execute_reply": "2023-12-05T01:33:37.159902Z" + "iopub.execute_input": "2023-12-07T04:30:57.368453Z", + "iopub.status.busy": "2023-12-07T04:30:57.367958Z", + "iopub.status.idle": "2023-12-07T04:30:57.401724Z", + "shell.execute_reply": "2023-12-07T04:30:57.401076Z" } }, "outputs": [], @@ -213,10 +213,10 @@ "id": "88839519", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:33:37.163908Z", - "iopub.status.busy": "2023-12-05T01:33:37.163492Z", - "iopub.status.idle": "2023-12-05T01:33:37.166659Z", - "shell.execute_reply": "2023-12-05T01:33:37.166066Z" + "iopub.execute_input": "2023-12-07T04:30:57.404630Z", + "iopub.status.busy": "2023-12-07T04:30:57.404358Z", + "iopub.status.idle": "2023-12-07T04:30:57.407481Z", + "shell.execute_reply": "2023-12-07T04:30:57.406918Z" } }, "outputs": [], @@ -238,10 +238,10 @@ "id": "558490c2", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:33:37.169089Z", - "iopub.status.busy": "2023-12-05T01:33:37.168604Z", - "iopub.status.idle": "2023-12-05T01:33:37.171478Z", - "shell.execute_reply": "2023-12-05T01:33:37.170875Z" + "iopub.execute_input": "2023-12-07T04:30:57.409843Z", + "iopub.status.busy": "2023-12-07T04:30:57.409483Z", + "iopub.status.idle": "2023-12-07T04:30:57.412260Z", + "shell.execute_reply": "2023-12-07T04:30:57.411726Z" } }, "outputs": [], @@ -298,10 +298,10 @@ "id": "41714b51", "metadata": { "execution": { - "iopub.execute_input": 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@@ -520,10 +520,10 @@ "id": "8b1da032", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:33:37.272949Z", - "iopub.status.busy": "2023-12-05T01:33:37.272692Z", - "iopub.status.idle": "2023-12-05T01:33:37.309634Z", - "shell.execute_reply": "2023-12-05T01:33:37.308971Z" + "iopub.execute_input": "2023-12-07T04:30:57.513182Z", + "iopub.status.busy": "2023-12-07T04:30:57.512916Z", + "iopub.status.idle": "2023-12-07T04:30:57.548041Z", + "shell.execute_reply": "2023-12-07T04:30:57.547368Z" }, "nbsphinx": "hidden" }, @@ -602,10 +602,10 @@ "id": "4c9e9030", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:33:37.312787Z", - "iopub.status.busy": "2023-12-05T01:33:37.312399Z", - "iopub.status.idle": "2023-12-05T01:33:37.427260Z", - "shell.execute_reply": "2023-12-05T01:33:37.426575Z" + "iopub.execute_input": "2023-12-07T04:30:57.551317Z", + "iopub.status.busy": "2023-12-07T04:30:57.550808Z", + "iopub.status.idle": "2023-12-07T04:30:57.670361Z", + 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"6831c3a0c51b4a4f9c823e14a1cb71cb", + "model_id": "c2196478370c44469dcdd297396dadaf", "version_major": 2, "version_minor": 0 }, @@ -302,7 +302,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "ce64f6b4c3e54765847de0a9689e0997", + "model_id": "c19a775ae2e34421912f5d23f198cba8", "version_major": 2, "version_minor": 0 }, @@ -344,10 +344,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:34:03.430848Z", - "iopub.status.busy": "2023-12-05T01:34:03.430485Z", - "iopub.status.idle": "2023-12-05T01:34:03.434654Z", - "shell.execute_reply": "2023-12-05T01:34:03.434054Z" + "iopub.execute_input": "2023-12-07T04:31:20.686858Z", + "iopub.status.busy": "2023-12-07T04:31:20.686462Z", + "iopub.status.idle": "2023-12-07T04:31:20.690661Z", + "shell.execute_reply": "2023-12-07T04:31:20.690149Z" } }, "outputs": [ @@ -372,17 +372,17 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:34:03.437079Z", - "iopub.status.busy": "2023-12-05T01:34:03.436614Z", - "iopub.status.idle": "2023-12-05T01:34:14.204975Z", - "shell.execute_reply": "2023-12-05T01:34:14.204387Z" + "iopub.execute_input": "2023-12-07T04:31:20.693079Z", + "iopub.status.busy": "2023-12-07T04:31:20.692714Z", + "iopub.status.idle": "2023-12-07T04:31:31.499447Z", + "shell.execute_reply": "2023-12-07T04:31:31.498711Z" } }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "47aad218ab3443b29c5b480a73c5e0e7", + "model_id": "268805f96df04bf794d34539c4bad399", "version_major": 2, "version_minor": 0 }, @@ -420,10 +420,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:34:14.207909Z", - "iopub.status.busy": "2023-12-05T01:34:14.207517Z", - "iopub.status.idle": "2023-12-05T01:34:35.551732Z", - "shell.execute_reply": "2023-12-05T01:34:35.551072Z" + "iopub.execute_input": "2023-12-07T04:31:31.502312Z", + "iopub.status.busy": "2023-12-07T04:31:31.502056Z", + "iopub.status.idle": "2023-12-07T04:31:53.382070Z", + "shell.execute_reply": "2023-12-07T04:31:53.381367Z" } }, "outputs": [], @@ -456,10 +456,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:34:35.554800Z", - "iopub.status.busy": "2023-12-05T01:34:35.554380Z", - "iopub.status.idle": "2023-12-05T01:34:35.560321Z", - "shell.execute_reply": "2023-12-05T01:34:35.559792Z" + "iopub.execute_input": "2023-12-07T04:31:53.385351Z", + "iopub.status.busy": "2023-12-07T04:31:53.384922Z", + "iopub.status.idle": "2023-12-07T04:31:53.390942Z", + "shell.execute_reply": "2023-12-07T04:31:53.390318Z" } }, "outputs": [], @@ -497,10 +497,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:34:35.562463Z", - "iopub.status.busy": "2023-12-05T01:34:35.562266Z", - "iopub.status.idle": "2023-12-05T01:34:35.566306Z", - "shell.execute_reply": "2023-12-05T01:34:35.565837Z" + "iopub.execute_input": "2023-12-07T04:31:53.393315Z", + "iopub.status.busy": "2023-12-07T04:31:53.392871Z", + "iopub.status.idle": "2023-12-07T04:31:53.396994Z", + "shell.execute_reply": "2023-12-07T04:31:53.396512Z" }, "nbsphinx": "hidden" }, @@ -637,10 +637,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:34:35.568618Z", - "iopub.status.busy": "2023-12-05T01:34:35.568422Z", - "iopub.status.idle": "2023-12-05T01:34:35.577831Z", - "shell.execute_reply": "2023-12-05T01:34:35.577302Z" + "iopub.execute_input": "2023-12-07T04:31:53.399350Z", + "iopub.status.busy": "2023-12-07T04:31:53.398972Z", + "iopub.status.idle": "2023-12-07T04:31:53.408743Z", + "shell.execute_reply": "2023-12-07T04:31:53.408216Z" }, "nbsphinx": "hidden" }, @@ -765,10 +765,10 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:34:35.580128Z", - "iopub.status.busy": "2023-12-05T01:34:35.579932Z", - "iopub.status.idle": "2023-12-05T01:34:35.607138Z", - "shell.execute_reply": "2023-12-05T01:34:35.606666Z" + "iopub.execute_input": "2023-12-07T04:31:53.411167Z", + "iopub.status.busy": "2023-12-07T04:31:53.410655Z", + "iopub.status.idle": "2023-12-07T04:31:53.438706Z", + "shell.execute_reply": "2023-12-07T04:31:53.438118Z" } }, "outputs": [], @@ -805,10 +805,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:34:35.609495Z", - "iopub.status.busy": "2023-12-05T01:34:35.609131Z", - "iopub.status.idle": "2023-12-05T01:35:06.144339Z", - "shell.execute_reply": "2023-12-05T01:35:06.143605Z" + "iopub.execute_input": "2023-12-07T04:31:53.441204Z", + "iopub.status.busy": "2023-12-07T04:31:53.440755Z", + "iopub.status.idle": "2023-12-07T04:32:23.989847Z", + "shell.execute_reply": "2023-12-07T04:32:23.989086Z" } }, "outputs": [ @@ -824,14 +824,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "epoch: 1 loss: 0.483 test acc: 86.835 time_taken: 4.595\n" + "epoch: 1 loss: 0.483 test acc: 86.835 time_taken: 4.719\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "epoch: 2 loss: 0.331 test acc: 88.310 time_taken: 4.388\n", + "epoch: 2 loss: 0.331 test acc: 88.310 time_taken: 4.275\n", "Computing feature embeddings ...\n" ] }, @@ -848,7 +848,7 @@ "output_type": "stream", "text": [ "\r", - " 5%|▌ | 2/40 [00:00<00:02, 17.37it/s]" + " 5%|▌ | 2/40 [00:00<00:02, 17.58it/s]" ] }, { @@ -856,7 +856,7 @@ "output_type": "stream", "text": [ "\r", - " 25%|██▌ | 10/40 [00:00<00:00, 50.60it/s]" + " 25%|██▌ | 10/40 [00:00<00:00, 49.65it/s]" ] }, { @@ -864,7 +864,7 @@ "output_type": "stream", "text": [ "\r", - " 45%|████▌ | 18/40 [00:00<00:00, 62.00it/s]" + " 45%|████▌ | 18/40 [00:00<00:00, 61.12it/s]" ] }, { @@ -872,7 +872,7 @@ "output_type": "stream", "text": [ "\r", - " 65%|██████▌ | 26/40 [00:00<00:00, 67.70it/s]" + " 65%|██████▌ | 26/40 [00:00<00:00, 66.61it/s]" ] }, { @@ -880,7 +880,7 @@ "output_type": "stream", "text": [ "\r", - " 88%|████████▊ | 35/40 [00:00<00:00, 72.73it/s]" + " 85%|████████▌ | 34/40 [00:00<00:00, 69.24it/s]" ] }, { @@ -888,7 +888,7 @@ "output_type": "stream", "text": [ "\r", - "100%|██████████| 40/40 [00:00<00:00, 65.82it/s]" + "100%|██████████| 40/40 [00:00<00:00, 63.92it/s]" ] }, { @@ -918,7 +918,7 @@ "output_type": "stream", "text": [ "\r", - " 8%|▊ | 3/40 [00:00<00:01, 27.44it/s]" + " 8%|▊ | 3/40 [00:00<00:01, 26.43it/s]" ] }, { @@ -926,7 +926,7 @@ "output_type": "stream", "text": [ "\r", - " 28%|██▊ | 11/40 [00:00<00:00, 55.50it/s]" + " 28%|██▊ | 11/40 [00:00<00:00, 54.28it/s]" ] }, { @@ -934,7 +934,7 @@ "output_type": "stream", "text": [ "\r", - " 48%|████▊ | 19/40 [00:00<00:00, 61.42it/s]" + " 45%|████▌ | 18/40 [00:00<00:00, 58.62it/s]" ] }, { @@ -942,7 +942,7 @@ "output_type": "stream", "text": [ "\r", - " 65%|██████▌ | 26/40 [00:00<00:00, 62.48it/s]" + " 62%|██████▎ | 25/40 [00:00<00:00, 60.60it/s]" ] }, { @@ -950,7 +950,7 @@ "output_type": "stream", "text": [ "\r", - " 85%|████████▌ | 34/40 [00:00<00:00, 68.11it/s]" + " 80%|████████ | 32/40 [00:00<00:00, 61.82it/s]" ] }, { @@ -958,7 +958,7 @@ "output_type": "stream", "text": [ "\r", - "100%|██████████| 40/40 [00:00<00:00, 64.48it/s]" + "100%|██████████| 40/40 [00:00<00:00, 60.80it/s]" ] }, { @@ -980,14 +980,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "epoch: 1 loss: 0.492 test acc: 87.085 time_taken: 4.707\n" + "epoch: 1 loss: 0.492 test acc: 87.085 time_taken: 4.606\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "epoch: 2 loss: 0.330 test acc: 88.290 time_taken: 4.314\n", + "epoch: 2 loss: 0.330 test acc: 88.290 time_taken: 4.358\n", "Computing feature embeddings ...\n" ] }, @@ -1004,7 +1004,7 @@ "output_type": "stream", "text": [ "\r", - " 2%|▎ | 1/40 [00:00<00:03, 9.89it/s]" + " 2%|▎ | 1/40 [00:00<00:03, 9.90it/s]" ] }, { @@ -1012,7 +1012,7 @@ "output_type": "stream", "text": [ "\r", - " 20%|██ | 8/40 [00:00<00:00, 41.79it/s]" + " 22%|██▎ | 9/40 [00:00<00:00, 47.90it/s]" ] }, { @@ -1020,7 +1020,7 @@ "output_type": "stream", "text": [ "\r", - " 38%|███▊ | 15/40 [00:00<00:00, 52.05it/s]" + " 42%|████▎ | 17/40 [00:00<00:00, 60.68it/s]" ] }, { @@ -1028,7 +1028,7 @@ "output_type": "stream", "text": [ "\r", - " 55%|█████▌ | 22/40 [00:00<00:00, 57.89it/s]" + " 62%|██████▎ | 25/40 [00:00<00:00, 66.67it/s]" ] }, { @@ -1036,7 +1036,7 @@ "output_type": "stream", "text": [ "\r", - " 75%|███████▌ | 30/40 [00:00<00:00, 63.66it/s]" + " 82%|████████▎ | 33/40 [00:00<00:00, 69.55it/s]" ] }, { @@ -1044,15 +1044,7 @@ "output_type": "stream", "text": [ "\r", - " 95%|█████████▌| 38/40 [00:00<00:00, 66.79it/s]" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\r", - "100%|██████████| 40/40 [00:00<00:00, 58.65it/s]" + "100%|██████████| 40/40 [00:00<00:00, 64.19it/s]" ] }, { @@ -1082,7 +1074,7 @@ "output_type": "stream", "text": [ "\r", - " 8%|▊ | 3/40 [00:00<00:01, 26.42it/s]" + " 8%|▊ | 3/40 [00:00<00:01, 26.56it/s]" ] }, { @@ -1090,7 +1082,7 @@ "output_type": "stream", "text": [ "\r", - " 28%|██▊ | 11/40 [00:00<00:00, 53.16it/s]" + " 28%|██▊ | 11/40 [00:00<00:00, 55.95it/s]" ] }, { @@ -1098,7 +1090,7 @@ "output_type": "stream", "text": [ "\r", - " 45%|████▌ | 18/40 [00:00<00:00, 60.19it/s]" + " 48%|████▊ | 19/40 [00:00<00:00, 65.48it/s]" ] }, { @@ -1106,7 +1098,7 @@ "output_type": "stream", "text": [ "\r", - " 65%|██████▌ | 26/40 [00:00<00:00, 66.63it/s]" + " 68%|██████▊ | 27/40 [00:00<00:00, 70.05it/s]" ] }, { @@ -1114,7 +1106,7 @@ "output_type": "stream", "text": [ "\r", - " 82%|████████▎ | 33/40 [00:00<00:00, 66.81it/s]" + " 90%|█████████ | 36/40 [00:00<00:00, 75.08it/s]" ] }, { @@ -1122,7 +1114,7 @@ "output_type": "stream", "text": [ "\r", - "100%|██████████| 40/40 [00:00<00:00, 64.20it/s]" + "100%|██████████| 40/40 [00:00<00:00, 68.38it/s]" ] }, { @@ -1144,14 +1136,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "epoch: 1 loss: 0.476 test acc: 86.305 time_taken: 4.509\n" + "epoch: 1 loss: 0.476 test acc: 86.305 time_taken: 4.624\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "epoch: 2 loss: 0.328 test acc: 86.335 time_taken: 4.250\n", + "epoch: 2 loss: 0.328 test acc: 86.335 time_taken: 4.218\n", "Computing feature embeddings ...\n" ] }, @@ -1168,7 +1160,7 @@ "output_type": "stream", "text": [ "\r", - " 2%|▎ | 1/40 [00:00<00:04, 9.62it/s]" + " 5%|▌ | 2/40 [00:00<00:01, 19.87it/s]" ] }, { @@ -1176,7 +1168,7 @@ "output_type": "stream", "text": [ "\r", - " 22%|██▎ | 9/40 [00:00<00:00, 47.50it/s]" + " 25%|██▌ | 10/40 [00:00<00:00, 53.12it/s]" ] }, { @@ -1184,7 +1176,7 @@ "output_type": "stream", "text": [ "\r", - " 42%|████▎ | 17/40 [00:00<00:00, 60.38it/s]" + " 45%|████▌ | 18/40 [00:00<00:00, 63.95it/s]" ] }, { @@ -1192,7 +1184,7 @@ "output_type": "stream", "text": [ "\r", - " 62%|██████▎ | 25/40 [00:00<00:00, 66.79it/s]" + " 65%|██████▌ | 26/40 [00:00<00:00, 69.32it/s]" ] }, { @@ -1200,7 +1192,7 @@ "output_type": "stream", "text": [ "\r", - " 82%|████████▎ | 33/40 [00:00<00:00, 71.20it/s]" + " 85%|████████▌ | 34/40 [00:00<00:00, 72.46it/s]" ] }, { @@ -1208,7 +1200,7 @@ "output_type": "stream", "text": [ "\r", - "100%|██████████| 40/40 [00:00<00:00, 65.31it/s]" + "100%|██████████| 40/40 [00:00<00:00, 67.03it/s]" ] }, { @@ -1238,7 +1230,7 @@ "output_type": "stream", "text": [ "\r", - " 8%|▊ | 3/40 [00:00<00:01, 26.67it/s]" + " 2%|▎ | 1/40 [00:00<00:04, 8.94it/s]" ] }, { @@ -1246,7 +1238,7 @@ "output_type": "stream", "text": [ "\r", - " 28%|██▊ | 11/40 [00:00<00:00, 55.77it/s]" + " 22%|██▎ | 9/40 [00:00<00:00, 47.96it/s]" ] }, { @@ -1254,7 +1246,7 @@ "output_type": "stream", "text": [ "\r", - " 48%|████▊ | 19/40 [00:00<00:00, 65.77it/s]" + " 42%|████▎ | 17/40 [00:00<00:00, 61.28it/s]" ] }, { @@ -1262,7 +1254,7 @@ "output_type": "stream", "text": [ "\r", - " 68%|██████▊ | 27/40 [00:00<00:00, 70.33it/s]" + " 62%|██████▎ | 25/40 [00:00<00:00, 66.18it/s]" ] }, { @@ -1270,7 +1262,7 @@ "output_type": "stream", "text": [ "\r", - " 90%|█████████ | 36/40 [00:00<00:00, 74.64it/s]" + " 82%|████████▎ | 33/40 [00:00<00:00, 70.20it/s]" ] }, { @@ -1278,7 +1270,7 @@ "output_type": "stream", "text": [ "\r", - "100%|██████████| 40/40 [00:00<00:00, 68.45it/s]" + "100%|██████████| 40/40 [00:00<00:00, 64.86it/s]" ] }, { @@ -1355,10 +1347,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:35:06.147500Z", - "iopub.status.busy": "2023-12-05T01:35:06.147041Z", - "iopub.status.idle": "2023-12-05T01:35:06.161115Z", - "shell.execute_reply": "2023-12-05T01:35:06.160458Z" + "iopub.execute_input": "2023-12-07T04:32:23.992772Z", + "iopub.status.busy": "2023-12-07T04:32:23.992497Z", + "iopub.status.idle": "2023-12-07T04:32:24.006356Z", + "shell.execute_reply": "2023-12-07T04:32:24.005750Z" } }, "outputs": [], @@ -1383,10 +1375,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:35:06.163925Z", - "iopub.status.busy": "2023-12-05T01:35:06.163725Z", - "iopub.status.idle": "2023-12-05T01:35:06.599356Z", - "shell.execute_reply": "2023-12-05T01:35:06.598718Z" + "iopub.execute_input": "2023-12-07T04:32:24.009183Z", + "iopub.status.busy": "2023-12-07T04:32:24.008710Z", + "iopub.status.idle": "2023-12-07T04:32:24.453960Z", + "shell.execute_reply": "2023-12-07T04:32:24.453245Z" } }, "outputs": [], @@ -1406,10 +1398,10 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:35:06.602388Z", - "iopub.status.busy": "2023-12-05T01:35:06.601828Z", - "iopub.status.idle": "2023-12-05T01:38:26.793553Z", - "shell.execute_reply": "2023-12-05T01:38:26.792909Z" + "iopub.execute_input": "2023-12-07T04:32:24.456938Z", + "iopub.status.busy": "2023-12-07T04:32:24.456577Z", + "iopub.status.idle": "2023-12-07T04:35:45.084656Z", + "shell.execute_reply": "2023-12-07T04:35:45.083948Z" } }, "outputs": [ @@ -1446,7 +1438,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "36912f710ef04432af6464b0b00cca34", + "model_id": "0efbf5c31dd84a3ab1e463aff1e00d57", "version_major": 2, "version_minor": 0 }, @@ -1485,10 +1477,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:26.796563Z", - "iopub.status.busy": "2023-12-05T01:38:26.795915Z", - "iopub.status.idle": "2023-12-05T01:38:27.270051Z", - "shell.execute_reply": "2023-12-05T01:38:27.269422Z" + "iopub.execute_input": "2023-12-07T04:35:45.087863Z", + "iopub.status.busy": "2023-12-07T04:35:45.087122Z", + "iopub.status.idle": "2023-12-07T04:35:45.564483Z", + "shell.execute_reply": "2023-12-07T04:35:45.563830Z" } }, "outputs": [ @@ -1660,10 +1652,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:27.273108Z", - "iopub.status.busy": "2023-12-05T01:38:27.272690Z", - "iopub.status.idle": "2023-12-05T01:38:27.336098Z", - "shell.execute_reply": "2023-12-05T01:38:27.335521Z" + "iopub.execute_input": "2023-12-07T04:35:45.567602Z", + "iopub.status.busy": "2023-12-07T04:35:45.567008Z", + "iopub.status.idle": "2023-12-07T04:35:45.631347Z", + "shell.execute_reply": "2023-12-07T04:35:45.630666Z" } }, "outputs": [ @@ -1767,10 +1759,10 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:27.338611Z", - "iopub.status.busy": "2023-12-05T01:38:27.338227Z", - "iopub.status.idle": "2023-12-05T01:38:27.347321Z", - "shell.execute_reply": "2023-12-05T01:38:27.346696Z" + "iopub.execute_input": "2023-12-07T04:35:45.634039Z", + "iopub.status.busy": "2023-12-07T04:35:45.633568Z", + "iopub.status.idle": "2023-12-07T04:35:45.642461Z", + "shell.execute_reply": "2023-12-07T04:35:45.641875Z" } }, "outputs": [ @@ -1900,10 +1892,10 @@ "execution_count": 18, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:27.349555Z", - "iopub.status.busy": "2023-12-05T01:38:27.349357Z", - "iopub.status.idle": "2023-12-05T01:38:27.354228Z", - "shell.execute_reply": "2023-12-05T01:38:27.353727Z" + "iopub.execute_input": "2023-12-07T04:35:45.645000Z", + "iopub.status.busy": "2023-12-07T04:35:45.644662Z", + "iopub.status.idle": "2023-12-07T04:35:45.649622Z", + "shell.execute_reply": "2023-12-07T04:35:45.649009Z" }, "nbsphinx": "hidden" }, @@ -1949,10 +1941,10 @@ "execution_count": 19, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:27.356593Z", - "iopub.status.busy": "2023-12-05T01:38:27.356227Z", - "iopub.status.idle": "2023-12-05T01:38:28.025731Z", - "shell.execute_reply": "2023-12-05T01:38:28.025093Z" + "iopub.execute_input": "2023-12-07T04:35:45.651872Z", + "iopub.status.busy": "2023-12-07T04:35:45.651671Z", + "iopub.status.idle": "2023-12-07T04:35:46.310843Z", + "shell.execute_reply": "2023-12-07T04:35:46.310134Z" } }, "outputs": [ @@ -1987,10 +1979,10 @@ "execution_count": 20, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:28.028390Z", - "iopub.status.busy": "2023-12-05T01:38:28.027917Z", - "iopub.status.idle": "2023-12-05T01:38:28.036676Z", - "shell.execute_reply": "2023-12-05T01:38:28.036054Z" + "iopub.execute_input": "2023-12-07T04:35:46.313608Z", + "iopub.status.busy": "2023-12-07T04:35:46.313163Z", + "iopub.status.idle": "2023-12-07T04:35:46.321922Z", + "shell.execute_reply": "2023-12-07T04:35:46.321312Z" } }, "outputs": [ @@ -2157,10 +2149,10 @@ "execution_count": 21, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:28.039815Z", - "iopub.status.busy": "2023-12-05T01:38:28.039345Z", - "iopub.status.idle": "2023-12-05T01:38:28.047434Z", - "shell.execute_reply": "2023-12-05T01:38:28.046766Z" + "iopub.execute_input": "2023-12-07T04:35:46.324399Z", + "iopub.status.busy": "2023-12-07T04:35:46.323960Z", + "iopub.status.idle": "2023-12-07T04:35:46.331671Z", + "shell.execute_reply": "2023-12-07T04:35:46.331171Z" }, "nbsphinx": "hidden" }, @@ -2236,10 +2228,10 @@ "execution_count": 22, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:28.050185Z", - "iopub.status.busy": "2023-12-05T01:38:28.049708Z", - "iopub.status.idle": "2023-12-05T01:38:28.513039Z", - "shell.execute_reply": "2023-12-05T01:38:28.512385Z" + "iopub.execute_input": "2023-12-07T04:35:46.333974Z", + "iopub.status.busy": "2023-12-07T04:35:46.333617Z", + "iopub.status.idle": "2023-12-07T04:35:46.796405Z", + "shell.execute_reply": "2023-12-07T04:35:46.795784Z" } }, "outputs": [ @@ -2276,10 +2268,10 @@ "execution_count": 23, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:28.515565Z", - "iopub.status.busy": "2023-12-05T01:38:28.515172Z", - "iopub.status.idle": "2023-12-05T01:38:28.530843Z", - "shell.execute_reply": "2023-12-05T01:38:28.530340Z" + "iopub.execute_input": "2023-12-07T04:35:46.799352Z", + "iopub.status.busy": "2023-12-07T04:35:46.798905Z", + "iopub.status.idle": "2023-12-07T04:35:46.820437Z", + "shell.execute_reply": "2023-12-07T04:35:46.819808Z" } }, "outputs": [ @@ -2436,10 +2428,10 @@ "execution_count": 24, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:28.533503Z", - "iopub.status.busy": "2023-12-05T01:38:28.533104Z", - "iopub.status.idle": "2023-12-05T01:38:28.539082Z", - "shell.execute_reply": "2023-12-05T01:38:28.538577Z" + "iopub.execute_input": "2023-12-07T04:35:46.823197Z", + "iopub.status.busy": "2023-12-07T04:35:46.822776Z", + "iopub.status.idle": "2023-12-07T04:35:46.828913Z", + "shell.execute_reply": "2023-12-07T04:35:46.828330Z" }, "nbsphinx": "hidden" }, @@ -2484,10 +2476,10 @@ "execution_count": 25, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:28.541396Z", - "iopub.status.busy": "2023-12-05T01:38:28.540961Z", - "iopub.status.idle": "2023-12-05T01:38:28.984735Z", - "shell.execute_reply": "2023-12-05T01:38:28.984079Z" + "iopub.execute_input": "2023-12-07T04:35:46.831106Z", + "iopub.status.busy": "2023-12-07T04:35:46.830886Z", + "iopub.status.idle": "2023-12-07T04:35:47.279175Z", + "shell.execute_reply": "2023-12-07T04:35:47.278378Z" } }, "outputs": [ @@ -2562,10 +2554,10 @@ "execution_count": 26, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:28.987802Z", - "iopub.status.busy": "2023-12-05T01:38:28.987390Z", - "iopub.status.idle": "2023-12-05T01:38:28.997369Z", - "shell.execute_reply": "2023-12-05T01:38:28.996721Z" + "iopub.execute_input": "2023-12-07T04:35:47.282274Z", + "iopub.status.busy": "2023-12-07T04:35:47.282006Z", + "iopub.status.idle": "2023-12-07T04:35:47.292487Z", + "shell.execute_reply": "2023-12-07T04:35:47.291840Z" } }, "outputs": [ @@ -2590,47 +2582,47 @@ " \n", " \n", " \n", - " is_dark_issue\n", " dark_score\n", + " is_dark_issue\n", " \n", " \n", " \n", " \n", " 34848\n", - " True\n", " 0.203922\n", + " True\n", " \n", " \n", " 50270\n", - " True\n", " 0.204588\n", + " True\n", " \n", " \n", " 3936\n", - " True\n", " 0.213098\n", + " True\n", " \n", " \n", " 733\n", - " True\n", " 0.217686\n", + " True\n", " \n", " \n", " 8094\n", - " True\n", " 0.230118\n", + " True\n", " \n", " \n", "\n", "" ], "text/plain": [ - " is_dark_issue dark_score\n", - "34848 True 0.203922\n", - "50270 True 0.204588\n", - "3936 True 0.213098\n", - "733 True 0.217686\n", - "8094 True 0.230118" + " dark_score is_dark_issue\n", + "34848 0.203922 True\n", + "50270 0.204588 True\n", + "3936 0.213098 True\n", + "733 0.217686 True\n", + "8094 0.230118 True" ] }, "execution_count": 26, @@ -2693,10 +2685,10 @@ "execution_count": 27, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:29.000249Z", - "iopub.status.busy": "2023-12-05T01:38:29.000015Z", - "iopub.status.idle": "2023-12-05T01:38:29.006496Z", - "shell.execute_reply": "2023-12-05T01:38:29.005853Z" + "iopub.execute_input": "2023-12-07T04:35:47.295587Z", + "iopub.status.busy": "2023-12-07T04:35:47.295235Z", + "iopub.status.idle": "2023-12-07T04:35:47.301916Z", + "shell.execute_reply": "2023-12-07T04:35:47.301263Z" }, "nbsphinx": "hidden" }, @@ -2733,10 +2725,10 @@ "execution_count": 28, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:29.009210Z", - "iopub.status.busy": "2023-12-05T01:38:29.008981Z", - "iopub.status.idle": "2023-12-05T01:38:29.207852Z", - "shell.execute_reply": "2023-12-05T01:38:29.207181Z" + "iopub.execute_input": "2023-12-07T04:35:47.304971Z", + "iopub.status.busy": "2023-12-07T04:35:47.304738Z", + "iopub.status.idle": "2023-12-07T04:35:47.502326Z", + "shell.execute_reply": "2023-12-07T04:35:47.501774Z" } }, "outputs": [ @@ -2778,10 +2770,10 @@ "execution_count": 29, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:29.210511Z", - "iopub.status.busy": "2023-12-05T01:38:29.210092Z", - "iopub.status.idle": "2023-12-05T01:38:29.218506Z", - "shell.execute_reply": "2023-12-05T01:38:29.218011Z" + "iopub.execute_input": "2023-12-07T04:35:47.504907Z", + "iopub.status.busy": "2023-12-07T04:35:47.504552Z", + "iopub.status.idle": "2023-12-07T04:35:47.512744Z", + "shell.execute_reply": "2023-12-07T04:35:47.512129Z" } }, "outputs": [ @@ -2867,10 +2859,10 @@ "execution_count": 30, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:29.220795Z", - "iopub.status.busy": "2023-12-05T01:38:29.220430Z", - "iopub.status.idle": "2023-12-05T01:38:29.409197Z", - "shell.execute_reply": "2023-12-05T01:38:29.408697Z" + "iopub.execute_input": "2023-12-07T04:35:47.515073Z", + "iopub.status.busy": "2023-12-07T04:35:47.514697Z", + "iopub.status.idle": "2023-12-07T04:35:47.704773Z", + "shell.execute_reply": "2023-12-07T04:35:47.704224Z" } }, "outputs": [ @@ -2901,10 +2893,10 @@ "execution_count": 31, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:29.411663Z", - "iopub.status.busy": "2023-12-05T01:38:29.411283Z", - "iopub.status.idle": "2023-12-05T01:38:29.415761Z", - "shell.execute_reply": "2023-12-05T01:38:29.415239Z" + "iopub.execute_input": "2023-12-07T04:35:47.707159Z", + "iopub.status.busy": 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"description": "", "description_tooltip": null, - "layout": "IPY_MODEL_3af8550039b345ec91fb0c5e76bf03c7", + "layout": "IPY_MODEL_4b3687fe90c14681a3ac495f722b24c3", "placeholder": "​", - "style": "IPY_MODEL_bcdba20b78a0497c9d34c791eb87b2bb", - "value": " 8.85k/8.85k [00:00<00:00, 1.18MB/s]" + "style": "IPY_MODEL_7b302bc543fb467ba4438d1d58b41cdf", + "value": " 60000/60000 [00:28<00:00, 2172.42it/s]" } }, - "ff492ac2d57f41e9b220738f7b4d5782": { + "fe2046c2af7149188de8befb9ecd6dbe": { "model_module": "@jupyter-widgets/controls", "model_module_version": "1.5.0", "model_name": "DescriptionStyleModel", diff --git a/master/.doctrees/nbsphinx/tutorials/indepth_overview.ipynb b/master/.doctrees/nbsphinx/tutorials/indepth_overview.ipynb index 7c6a957e4..9d33ae099 100644 --- a/master/.doctrees/nbsphinx/tutorials/indepth_overview.ipynb +++ b/master/.doctrees/nbsphinx/tutorials/indepth_overview.ipynb @@ -53,10 +53,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:34.765218Z", - "iopub.status.busy": "2023-12-05T01:38:34.765026Z", - "iopub.status.idle": "2023-12-05T01:38:35.810515Z", - "shell.execute_reply": "2023-12-05T01:38:35.809918Z" + "iopub.execute_input": "2023-12-07T04:35:53.114198Z", + "iopub.status.busy": "2023-12-07T04:35:53.114014Z", + "iopub.status.idle": "2023-12-07T04:35:54.183676Z", + "shell.execute_reply": "2023-12-07T04:35:54.183045Z" }, "nbsphinx": "hidden" }, @@ -68,7 +68,7 @@ "dependencies = [\"cleanlab\", \"matplotlib\", \"datasets\"]\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@4ac43c0a2654179732cafc704e807c3c5c9ec1f1\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@2e3608a2d8561e6936e510f72cfeb3da16fe6824\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", @@ -95,10 +95,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:35.813421Z", - "iopub.status.busy": "2023-12-05T01:38:35.812901Z", - "iopub.status.idle": "2023-12-05T01:38:36.073011Z", - "shell.execute_reply": "2023-12-05T01:38:36.072399Z" + "iopub.execute_input": "2023-12-07T04:35:54.186550Z", + "iopub.status.busy": "2023-12-07T04:35:54.186247Z", + "iopub.status.idle": "2023-12-07T04:35:54.448325Z", + "shell.execute_reply": "2023-12-07T04:35:54.447726Z" }, "id": "avXlHJcXjruP" }, @@ -234,10 +234,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:36.076056Z", - "iopub.status.busy": "2023-12-05T01:38:36.075573Z", - "iopub.status.idle": "2023-12-05T01:38:36.087383Z", - "shell.execute_reply": "2023-12-05T01:38:36.086880Z" + "iopub.execute_input": "2023-12-07T04:35:54.451238Z", + "iopub.status.busy": "2023-12-07T04:35:54.450909Z", + "iopub.status.idle": "2023-12-07T04:35:54.463560Z", + "shell.execute_reply": "2023-12-07T04:35:54.463095Z" }, "nbsphinx": "hidden" }, @@ -340,10 +340,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:36.089479Z", - "iopub.status.busy": "2023-12-05T01:38:36.089282Z", - "iopub.status.idle": "2023-12-05T01:38:36.291401Z", - "shell.execute_reply": "2023-12-05T01:38:36.290732Z" + "iopub.execute_input": "2023-12-07T04:35:54.465915Z", + "iopub.status.busy": "2023-12-07T04:35:54.465555Z", + "iopub.status.idle": "2023-12-07T04:35:54.696403Z", + "shell.execute_reply": "2023-12-07T04:35:54.695740Z" } }, "outputs": [ @@ -393,10 +393,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:36.294062Z", - "iopub.status.busy": "2023-12-05T01:38:36.293856Z", - "iopub.status.idle": "2023-12-05T01:38:36.319837Z", - "shell.execute_reply": "2023-12-05T01:38:36.319202Z" + "iopub.execute_input": "2023-12-07T04:35:54.699167Z", + "iopub.status.busy": "2023-12-07T04:35:54.698653Z", + "iopub.status.idle": "2023-12-07T04:35:54.725512Z", + "shell.execute_reply": "2023-12-07T04:35:54.724904Z" } }, "outputs": [], @@ -427,10 +427,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:36.322317Z", - "iopub.status.busy": "2023-12-05T01:38:36.321976Z", - "iopub.status.idle": "2023-12-05T01:38:37.567150Z", - "shell.execute_reply": "2023-12-05T01:38:37.566524Z" + "iopub.execute_input": "2023-12-07T04:35:54.727808Z", + "iopub.status.busy": "2023-12-07T04:35:54.727491Z", + "iopub.status.idle": "2023-12-07T04:35:55.999512Z", + "shell.execute_reply": "2023-12-07T04:35:55.998738Z" } }, "outputs": [ @@ -471,10 +471,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:37.570000Z", - "iopub.status.busy": "2023-12-05T01:38:37.569468Z", - "iopub.status.idle": "2023-12-05T01:38:37.585718Z", - "shell.execute_reply": "2023-12-05T01:38:37.585180Z" + "iopub.execute_input": "2023-12-07T04:35:56.002852Z", + "iopub.status.busy": "2023-12-07T04:35:56.002173Z", + "iopub.status.idle": "2023-12-07T04:35:56.018605Z", + "shell.execute_reply": "2023-12-07T04:35:56.018003Z" }, "scrolled": true }, @@ -599,10 +599,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:37.588068Z", - "iopub.status.busy": "2023-12-05T01:38:37.587701Z", - "iopub.status.idle": "2023-12-05T01:38:38.437122Z", - "shell.execute_reply": "2023-12-05T01:38:38.436429Z" + "iopub.execute_input": "2023-12-07T04:35:56.020886Z", + "iopub.status.busy": "2023-12-07T04:35:56.020683Z", + "iopub.status.idle": "2023-12-07T04:35:56.890692Z", + "shell.execute_reply": "2023-12-07T04:35:56.890040Z" }, "id": "AaHC5MRKjruT" }, @@ -721,10 +721,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:38.439938Z", - "iopub.status.busy": "2023-12-05T01:38:38.439597Z", - "iopub.status.idle": "2023-12-05T01:38:38.453552Z", - "shell.execute_reply": "2023-12-05T01:38:38.453056Z" + "iopub.execute_input": "2023-12-07T04:35:56.893513Z", + "iopub.status.busy": "2023-12-07T04:35:56.893029Z", + "iopub.status.idle": "2023-12-07T04:35:56.907455Z", + "shell.execute_reply": "2023-12-07T04:35:56.906838Z" }, "id": "Wy27rvyhjruU" }, @@ -773,10 +773,10 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:38.456038Z", - "iopub.status.busy": "2023-12-05T01:38:38.455680Z", - "iopub.status.idle": "2023-12-05T01:38:38.533159Z", - "shell.execute_reply": "2023-12-05T01:38:38.532453Z" + "iopub.execute_input": "2023-12-07T04:35:56.909913Z", + "iopub.status.busy": "2023-12-07T04:35:56.909437Z", + "iopub.status.idle": "2023-12-07T04:35:56.994389Z", + "shell.execute_reply": "2023-12-07T04:35:56.993691Z" }, "id": "Db8YHnyVjruU" }, @@ -883,10 +883,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:38.535993Z", - "iopub.status.busy": "2023-12-05T01:38:38.535593Z", - "iopub.status.idle": "2023-12-05T01:38:38.735467Z", - "shell.execute_reply": "2023-12-05T01:38:38.734872Z" + "iopub.execute_input": "2023-12-07T04:35:56.996959Z", + "iopub.status.busy": "2023-12-07T04:35:56.996700Z", + "iopub.status.idle": "2023-12-07T04:35:57.201914Z", + "shell.execute_reply": "2023-12-07T04:35:57.201251Z" }, "id": "iJqAHuS2jruV" }, @@ -923,10 +923,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:38.738191Z", - "iopub.status.busy": "2023-12-05T01:38:38.737675Z", - "iopub.status.idle": "2023-12-05T01:38:38.754400Z", - "shell.execute_reply": "2023-12-05T01:38:38.753921Z" + "iopub.execute_input": "2023-12-07T04:35:57.204669Z", + "iopub.status.busy": "2023-12-07T04:35:57.204262Z", + "iopub.status.idle": "2023-12-07T04:35:57.221910Z", + "shell.execute_reply": "2023-12-07T04:35:57.221303Z" }, "id": "PcPTZ_JJG3Cx" }, @@ -988,10 +988,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:38.756813Z", - "iopub.status.busy": "2023-12-05T01:38:38.756527Z", - "iopub.status.idle": "2023-12-05T01:38:38.766393Z", - "shell.execute_reply": "2023-12-05T01:38:38.765846Z" + "iopub.execute_input": "2023-12-07T04:35:57.224444Z", + "iopub.status.busy": "2023-12-07T04:35:57.223976Z", + "iopub.status.idle": "2023-12-07T04:35:57.234204Z", + "shell.execute_reply": "2023-12-07T04:35:57.233612Z" }, "id": "0lonvOYvjruV" }, @@ -1138,10 +1138,10 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:38.768861Z", - "iopub.status.busy": "2023-12-05T01:38:38.768504Z", - "iopub.status.idle": "2023-12-05T01:38:38.862285Z", - "shell.execute_reply": "2023-12-05T01:38:38.861555Z" + "iopub.execute_input": "2023-12-07T04:35:57.236745Z", + "iopub.status.busy": "2023-12-07T04:35:57.236397Z", + "iopub.status.idle": "2023-12-07T04:35:57.333190Z", + "shell.execute_reply": "2023-12-07T04:35:57.332496Z" }, "id": "MfqTCa3kjruV" }, @@ -1222,10 +1222,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:38.865182Z", - "iopub.status.busy": "2023-12-05T01:38:38.864784Z", - "iopub.status.idle": "2023-12-05T01:38:38.998712Z", - "shell.execute_reply": "2023-12-05T01:38:38.997979Z" + "iopub.execute_input": "2023-12-07T04:35:57.336338Z", + "iopub.status.busy": "2023-12-07T04:35:57.335940Z", + "iopub.status.idle": "2023-12-07T04:35:57.470826Z", + "shell.execute_reply": "2023-12-07T04:35:57.470116Z" }, "id": "9ZtWAYXqMAPL" }, @@ -1285,10 +1285,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:39.001418Z", - "iopub.status.busy": "2023-12-05T01:38:39.001158Z", - "iopub.status.idle": "2023-12-05T01:38:39.005424Z", - "shell.execute_reply": "2023-12-05T01:38:39.004811Z" + "iopub.execute_input": "2023-12-07T04:35:57.473519Z", + "iopub.status.busy": "2023-12-07T04:35:57.473249Z", + "iopub.status.idle": "2023-12-07T04:35:57.477423Z", + "shell.execute_reply": "2023-12-07T04:35:57.476896Z" }, "id": "0rXP3ZPWjruW" }, @@ -1326,10 +1326,10 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:39.007911Z", - "iopub.status.busy": "2023-12-05T01:38:39.007429Z", - "iopub.status.idle": "2023-12-05T01:38:39.012158Z", - "shell.execute_reply": "2023-12-05T01:38:39.011546Z" + "iopub.execute_input": "2023-12-07T04:35:57.479753Z", + "iopub.status.busy": "2023-12-07T04:35:57.479509Z", + "iopub.status.idle": "2023-12-07T04:35:57.484880Z", + "shell.execute_reply": "2023-12-07T04:35:57.484368Z" }, "id": "-iRPe8KXjruW" }, @@ -1384,10 +1384,10 @@ "execution_count": 18, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:39.014654Z", - "iopub.status.busy": "2023-12-05T01:38:39.014278Z", - "iopub.status.idle": "2023-12-05T01:38:39.052526Z", - "shell.execute_reply": "2023-12-05T01:38:39.051908Z" + "iopub.execute_input": "2023-12-07T04:35:57.487033Z", + "iopub.status.busy": "2023-12-07T04:35:57.486840Z", + "iopub.status.idle": "2023-12-07T04:35:57.526705Z", + "shell.execute_reply": "2023-12-07T04:35:57.526197Z" }, "id": "ZpipUliyjruW" }, @@ -1438,10 +1438,10 @@ "execution_count": 19, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:39.054843Z", - "iopub.status.busy": "2023-12-05T01:38:39.054639Z", - "iopub.status.idle": "2023-12-05T01:38:39.099275Z", - "shell.execute_reply": "2023-12-05T01:38:39.098764Z" + "iopub.execute_input": "2023-12-07T04:35:57.529182Z", + "iopub.status.busy": "2023-12-07T04:35:57.528808Z", + "iopub.status.idle": "2023-12-07T04:35:57.575551Z", + "shell.execute_reply": "2023-12-07T04:35:57.574937Z" }, "id": "SLq-3q4xjruX" }, @@ -1510,10 +1510,10 @@ "execution_count": 20, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:39.101609Z", - "iopub.status.busy": "2023-12-05T01:38:39.101403Z", - "iopub.status.idle": "2023-12-05T01:38:39.206780Z", - "shell.execute_reply": "2023-12-05T01:38:39.206140Z" + "iopub.execute_input": "2023-12-07T04:35:57.578115Z", + "iopub.status.busy": "2023-12-07T04:35:57.577708Z", + "iopub.status.idle": "2023-12-07T04:35:57.679381Z", + "shell.execute_reply": "2023-12-07T04:35:57.678579Z" }, "id": "g5LHhhuqFbXK" }, @@ -1545,10 +1545,10 @@ "execution_count": 21, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:39.210043Z", - "iopub.status.busy": "2023-12-05T01:38:39.209494Z", - "iopub.status.idle": "2023-12-05T01:38:39.306244Z", - "shell.execute_reply": "2023-12-05T01:38:39.305543Z" + "iopub.execute_input": "2023-12-07T04:35:57.682512Z", + "iopub.status.busy": "2023-12-07T04:35:57.682074Z", + "iopub.status.idle": "2023-12-07T04:35:57.776409Z", + "shell.execute_reply": "2023-12-07T04:35:57.775683Z" }, "id": "p7w8F8ezBcet" }, @@ -1605,10 +1605,10 @@ "execution_count": 22, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:39.309267Z", - "iopub.status.busy": "2023-12-05T01:38:39.308781Z", - "iopub.status.idle": "2023-12-05T01:38:39.507930Z", - "shell.execute_reply": "2023-12-05T01:38:39.507266Z" + "iopub.execute_input": "2023-12-07T04:35:57.779063Z", + "iopub.status.busy": "2023-12-07T04:35:57.778708Z", + "iopub.status.idle": "2023-12-07T04:35:57.979939Z", + "shell.execute_reply": "2023-12-07T04:35:57.979263Z" }, "id": "WETRL74tE_sU" }, @@ -1643,10 +1643,10 @@ "execution_count": 23, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:39.510460Z", - "iopub.status.busy": "2023-12-05T01:38:39.510102Z", - "iopub.status.idle": "2023-12-05T01:38:39.706321Z", - "shell.execute_reply": "2023-12-05T01:38:39.705621Z" + "iopub.execute_input": "2023-12-07T04:35:57.982549Z", + "iopub.status.busy": "2023-12-07T04:35:57.982170Z", + "iopub.status.idle": "2023-12-07T04:35:58.203798Z", + "shell.execute_reply": "2023-12-07T04:35:58.203076Z" }, "id": "kCfdx2gOLmXS" }, @@ -1808,10 +1808,10 @@ "execution_count": 24, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:39.709354Z", - "iopub.status.busy": "2023-12-05T01:38:39.708864Z", - "iopub.status.idle": "2023-12-05T01:38:39.715393Z", - "shell.execute_reply": "2023-12-05T01:38:39.714879Z" + "iopub.execute_input": "2023-12-07T04:35:58.206339Z", + "iopub.status.busy": "2023-12-07T04:35:58.206071Z", + "iopub.status.idle": "2023-12-07T04:35:58.212955Z", + "shell.execute_reply": "2023-12-07T04:35:58.212442Z" }, "id": "-uogYRWFYnuu" }, @@ -1865,10 +1865,10 @@ "execution_count": 25, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:39.717540Z", - "iopub.status.busy": "2023-12-05T01:38:39.717345Z", - "iopub.status.idle": "2023-12-05T01:38:39.921733Z", - "shell.execute_reply": "2023-12-05T01:38:39.921125Z" + "iopub.execute_input": "2023-12-07T04:35:58.215468Z", + "iopub.status.busy": "2023-12-07T04:35:58.215063Z", + "iopub.status.idle": "2023-12-07T04:35:58.423138Z", + "shell.execute_reply": "2023-12-07T04:35:58.422438Z" }, "id": "pG-ljrmcYp9Q" }, @@ -1915,10 +1915,10 @@ "execution_count": 26, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:39.924168Z", - "iopub.status.busy": "2023-12-05T01:38:39.923963Z", - "iopub.status.idle": "2023-12-05T01:38:40.979980Z", - "shell.execute_reply": "2023-12-05T01:38:40.979381Z" + "iopub.execute_input": "2023-12-07T04:35:58.426117Z", + "iopub.status.busy": "2023-12-07T04:35:58.425618Z", + "iopub.status.idle": "2023-12-07T04:35:59.494858Z", + "shell.execute_reply": "2023-12-07T04:35:59.494120Z" }, "id": "wL3ngCnuLEWd" }, diff --git a/master/.doctrees/nbsphinx/tutorials/multiannotator.ipynb b/master/.doctrees/nbsphinx/tutorials/multiannotator.ipynb index 2ef760dcd..3312bed13 100644 --- a/master/.doctrees/nbsphinx/tutorials/multiannotator.ipynb +++ b/master/.doctrees/nbsphinx/tutorials/multiannotator.ipynb @@ -89,10 +89,10 @@ "id": "a3ddc95f", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:46.122209Z", - "iopub.status.busy": "2023-12-05T01:38:46.122027Z", - "iopub.status.idle": "2023-12-05T01:38:47.124440Z", - "shell.execute_reply": "2023-12-05T01:38:47.123830Z" + "iopub.execute_input": "2023-12-07T04:36:04.568743Z", + "iopub.status.busy": "2023-12-07T04:36:04.568545Z", + "iopub.status.idle": "2023-12-07T04:36:05.595243Z", + "shell.execute_reply": "2023-12-07T04:36:05.594601Z" }, "nbsphinx": "hidden" }, @@ -102,7 +102,7 @@ "dependencies = [\"cleanlab\"]\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@4ac43c0a2654179732cafc704e807c3c5c9ec1f1\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@2e3608a2d8561e6936e510f72cfeb3da16fe6824\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", @@ -136,10 +136,10 @@ "id": "c4efd119", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:47.127425Z", - "iopub.status.busy": "2023-12-05T01:38:47.126923Z", - "iopub.status.idle": "2023-12-05T01:38:47.130084Z", - "shell.execute_reply": "2023-12-05T01:38:47.129548Z" + "iopub.execute_input": "2023-12-07T04:36:05.598173Z", + "iopub.status.busy": "2023-12-07T04:36:05.597858Z", + "iopub.status.idle": "2023-12-07T04:36:05.601193Z", + "shell.execute_reply": "2023-12-07T04:36:05.600595Z" } }, "outputs": [], @@ -264,10 +264,10 @@ "id": "c37c0a69", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:47.132559Z", - "iopub.status.busy": "2023-12-05T01:38:47.132199Z", - "iopub.status.idle": "2023-12-05T01:38:47.140873Z", - "shell.execute_reply": "2023-12-05T01:38:47.140336Z" + "iopub.execute_input": "2023-12-07T04:36:05.603585Z", + "iopub.status.busy": "2023-12-07T04:36:05.603383Z", + "iopub.status.idle": "2023-12-07T04:36:05.612552Z", + "shell.execute_reply": "2023-12-07T04:36:05.612067Z" }, "nbsphinx": "hidden" }, @@ -351,10 +351,10 @@ "id": "99f69523", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:47.143225Z", - "iopub.status.busy": "2023-12-05T01:38:47.142866Z", - "iopub.status.idle": "2023-12-05T01:38:47.190711Z", - "shell.execute_reply": "2023-12-05T01:38:47.190215Z" + "iopub.execute_input": "2023-12-07T04:36:05.614784Z", + "iopub.status.busy": "2023-12-07T04:36:05.614586Z", + "iopub.status.idle": "2023-12-07T04:36:05.664300Z", + "shell.execute_reply": "2023-12-07T04:36:05.663819Z" } }, "outputs": [], @@ -380,10 +380,10 @@ "id": "8f241c16", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:47.193026Z", - "iopub.status.busy": "2023-12-05T01:38:47.192661Z", - "iopub.status.idle": "2023-12-05T01:38:47.211426Z", - "shell.execute_reply": "2023-12-05T01:38:47.210917Z" + "iopub.execute_input": "2023-12-07T04:36:05.666512Z", + "iopub.status.busy": "2023-12-07T04:36:05.666315Z", + "iopub.status.idle": "2023-12-07T04:36:05.685620Z", + "shell.execute_reply": "2023-12-07T04:36:05.685057Z" } }, "outputs": [ @@ -598,10 +598,10 @@ "id": "4f0819ba", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:47.213677Z", - "iopub.status.busy": "2023-12-05T01:38:47.213375Z", - "iopub.status.idle": "2023-12-05T01:38:47.217458Z", - "shell.execute_reply": "2023-12-05T01:38:47.216964Z" + "iopub.execute_input": "2023-12-07T04:36:05.687947Z", + "iopub.status.busy": "2023-12-07T04:36:05.687747Z", + "iopub.status.idle": "2023-12-07T04:36:05.691748Z", + "shell.execute_reply": "2023-12-07T04:36:05.691171Z" } }, "outputs": [ @@ -672,10 +672,10 @@ "id": "d009f347", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:47.219788Z", - "iopub.status.busy": "2023-12-05T01:38:47.219589Z", - "iopub.status.idle": "2023-12-05T01:38:47.253606Z", - "shell.execute_reply": "2023-12-05T01:38:47.253098Z" + "iopub.execute_input": "2023-12-07T04:36:05.694314Z", + "iopub.status.busy": "2023-12-07T04:36:05.693935Z", + "iopub.status.idle": "2023-12-07T04:36:05.720902Z", + "shell.execute_reply": "2023-12-07T04:36:05.720408Z" } }, "outputs": [], @@ -699,10 +699,10 @@ "id": "cbd1e415", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:47.256163Z", - "iopub.status.busy": "2023-12-05T01:38:47.255681Z", - "iopub.status.idle": "2023-12-05T01:38:47.282727Z", - "shell.execute_reply": "2023-12-05T01:38:47.282099Z" + "iopub.execute_input": "2023-12-07T04:36:05.723090Z", + "iopub.status.busy": "2023-12-07T04:36:05.722835Z", + "iopub.status.idle": "2023-12-07T04:36:05.750785Z", + "shell.execute_reply": "2023-12-07T04:36:05.750301Z" } }, "outputs": [], @@ -739,10 +739,10 @@ "id": "6ca92617", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:47.285055Z", - "iopub.status.busy": "2023-12-05T01:38:47.284858Z", - "iopub.status.idle": "2023-12-05T01:38:48.569582Z", - "shell.execute_reply": "2023-12-05T01:38:48.569021Z" + "iopub.execute_input": "2023-12-07T04:36:05.753302Z", + "iopub.status.busy": "2023-12-07T04:36:05.752862Z", + "iopub.status.idle": "2023-12-07T04:36:07.066517Z", + "shell.execute_reply": "2023-12-07T04:36:07.065921Z" } }, "outputs": [], @@ -772,10 +772,10 @@ "id": "bf945113", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:48.572608Z", - "iopub.status.busy": "2023-12-05T01:38:48.572020Z", - "iopub.status.idle": "2023-12-05T01:38:48.579277Z", - "shell.execute_reply": "2023-12-05T01:38:48.578675Z" + "iopub.execute_input": "2023-12-07T04:36:07.069654Z", + "iopub.status.busy": "2023-12-07T04:36:07.069064Z", + "iopub.status.idle": "2023-12-07T04:36:07.076583Z", + "shell.execute_reply": "2023-12-07T04:36:07.075976Z" }, "scrolled": true }, @@ -886,10 +886,10 @@ "id": "14251ee0", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:48.581905Z", - "iopub.status.busy": "2023-12-05T01:38:48.581322Z", - "iopub.status.idle": "2023-12-05T01:38:48.595153Z", - "shell.execute_reply": "2023-12-05T01:38:48.594672Z" + "iopub.execute_input": "2023-12-07T04:36:07.078950Z", + "iopub.status.busy": "2023-12-07T04:36:07.078581Z", + "iopub.status.idle": "2023-12-07T04:36:07.092380Z", + "shell.execute_reply": "2023-12-07T04:36:07.091811Z" } }, "outputs": [ @@ -1139,10 +1139,10 @@ "id": "efe16638", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:48.597453Z", - "iopub.status.busy": "2023-12-05T01:38:48.597256Z", - "iopub.status.idle": "2023-12-05T01:38:48.604214Z", - "shell.execute_reply": "2023-12-05T01:38:48.603714Z" + "iopub.execute_input": "2023-12-07T04:36:07.094727Z", + "iopub.status.busy": "2023-12-07T04:36:07.094353Z", + "iopub.status.idle": "2023-12-07T04:36:07.101263Z", + "shell.execute_reply": "2023-12-07T04:36:07.100752Z" }, "scrolled": true }, @@ -1316,10 +1316,10 @@ "id": "abd0fb0b", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:48.606521Z", - "iopub.status.busy": "2023-12-05T01:38:48.606283Z", - "iopub.status.idle": "2023-12-05T01:38:48.609341Z", - "shell.execute_reply": "2023-12-05T01:38:48.608831Z" + "iopub.execute_input": "2023-12-07T04:36:07.103672Z", + "iopub.status.busy": "2023-12-07T04:36:07.103308Z", + "iopub.status.idle": "2023-12-07T04:36:07.106178Z", + "shell.execute_reply": "2023-12-07T04:36:07.105666Z" } }, "outputs": [], @@ -1341,10 +1341,10 @@ "id": "cdf061df", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:48.611608Z", - "iopub.status.busy": "2023-12-05T01:38:48.611413Z", - "iopub.status.idle": "2023-12-05T01:38:48.615252Z", - "shell.execute_reply": "2023-12-05T01:38:48.614656Z" + "iopub.execute_input": "2023-12-07T04:36:07.108539Z", + "iopub.status.busy": "2023-12-07T04:36:07.108173Z", + "iopub.status.idle": "2023-12-07T04:36:07.112386Z", + "shell.execute_reply": "2023-12-07T04:36:07.111861Z" }, "scrolled": true }, @@ -1396,10 +1396,10 @@ "id": "08949890", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:48.617465Z", - "iopub.status.busy": "2023-12-05T01:38:48.617266Z", - "iopub.status.idle": "2023-12-05T01:38:48.620030Z", - "shell.execute_reply": "2023-12-05T01:38:48.619483Z" + "iopub.execute_input": "2023-12-07T04:36:07.114947Z", + "iopub.status.busy": "2023-12-07T04:36:07.114584Z", + "iopub.status.idle": "2023-12-07T04:36:07.117344Z", + "shell.execute_reply": "2023-12-07T04:36:07.116803Z" } }, "outputs": [], @@ -1423,10 +1423,10 @@ "id": "6948b073", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:48.622434Z", - "iopub.status.busy": "2023-12-05T01:38:48.621991Z", - "iopub.status.idle": "2023-12-05T01:38:48.626800Z", - "shell.execute_reply": "2023-12-05T01:38:48.626181Z" + "iopub.execute_input": "2023-12-07T04:36:07.119710Z", + "iopub.status.busy": "2023-12-07T04:36:07.119332Z", + "iopub.status.idle": "2023-12-07T04:36:07.124288Z", + "shell.execute_reply": "2023-12-07T04:36:07.123775Z" } }, "outputs": [ @@ -1481,10 +1481,10 @@ "id": "6f8e6914", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:48.629113Z", - "iopub.status.busy": "2023-12-05T01:38:48.628917Z", - "iopub.status.idle": "2023-12-05T01:38:48.661693Z", - "shell.execute_reply": "2023-12-05T01:38:48.661197Z" + "iopub.execute_input": "2023-12-07T04:36:07.126801Z", + "iopub.status.busy": "2023-12-07T04:36:07.126436Z", + "iopub.status.idle": "2023-12-07T04:36:07.159902Z", + "shell.execute_reply": "2023-12-07T04:36:07.159409Z" } }, "outputs": [], @@ -1527,10 +1527,10 @@ "id": "b806d2ea", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:48.663900Z", - "iopub.status.busy": "2023-12-05T01:38:48.663704Z", - "iopub.status.idle": "2023-12-05T01:38:48.668747Z", - "shell.execute_reply": "2023-12-05T01:38:48.668116Z" + "iopub.execute_input": "2023-12-07T04:36:07.162249Z", + "iopub.status.busy": "2023-12-07T04:36:07.161882Z", + "iopub.status.idle": "2023-12-07T04:36:07.166795Z", + "shell.execute_reply": "2023-12-07T04:36:07.166176Z" }, "nbsphinx": "hidden" }, diff --git a/master/.doctrees/nbsphinx/tutorials/multilabel_classification.ipynb b/master/.doctrees/nbsphinx/tutorials/multilabel_classification.ipynb index 00806e0f8..eff64d50e 100644 --- a/master/.doctrees/nbsphinx/tutorials/multilabel_classification.ipynb +++ b/master/.doctrees/nbsphinx/tutorials/multilabel_classification.ipynb @@ -63,10 +63,10 @@ "id": "7383d024-8273-4039-bccd-aab3020d331f", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:53.454667Z", - "iopub.status.busy": "2023-12-05T01:38:53.454479Z", - "iopub.status.idle": "2023-12-05T01:38:54.503208Z", - "shell.execute_reply": "2023-12-05T01:38:54.502613Z" + "iopub.execute_input": "2023-12-07T04:36:12.743846Z", + "iopub.status.busy": "2023-12-07T04:36:12.743656Z", + "iopub.status.idle": "2023-12-07T04:36:13.820073Z", + "shell.execute_reply": "2023-12-07T04:36:13.819463Z" }, "nbsphinx": "hidden" }, @@ -78,7 +78,7 @@ "dependencies = [\"cleanlab\", \"matplotlib\"]\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@4ac43c0a2654179732cafc704e807c3c5c9ec1f1\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@2e3608a2d8561e6936e510f72cfeb3da16fe6824\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", @@ -104,10 +104,10 @@ "id": "bf9101d8-b1a9-4305-b853-45aaf3d67a69", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:54.506170Z", - "iopub.status.busy": "2023-12-05T01:38:54.505771Z", - "iopub.status.idle": "2023-12-05T01:38:54.785228Z", - "shell.execute_reply": "2023-12-05T01:38:54.784678Z" + "iopub.execute_input": "2023-12-07T04:36:13.823021Z", + "iopub.status.busy": "2023-12-07T04:36:13.822526Z", + "iopub.status.idle": "2023-12-07T04:36:14.106319Z", + "shell.execute_reply": "2023-12-07T04:36:14.105697Z" } }, "outputs": [], @@ -269,10 +269,10 @@ "id": "e8ff5c2f-bd52-44aa-b307-b2b634147c68", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:54.788268Z", - "iopub.status.busy": "2023-12-05T01:38:54.787890Z", - "iopub.status.idle": "2023-12-05T01:38:54.801975Z", - "shell.execute_reply": "2023-12-05T01:38:54.801437Z" + "iopub.execute_input": "2023-12-07T04:36:14.109295Z", + "iopub.status.busy": "2023-12-07T04:36:14.109027Z", + "iopub.status.idle": "2023-12-07T04:36:14.124222Z", + "shell.execute_reply": "2023-12-07T04:36:14.123676Z" }, "nbsphinx": "hidden" }, @@ -408,10 +408,10 @@ "id": "dac65d3b-51e8-4682-b829-beab610b56d6", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:54.804435Z", - "iopub.status.busy": "2023-12-05T01:38:54.804081Z", - "iopub.status.idle": "2023-12-05T01:38:57.470316Z", - "shell.execute_reply": "2023-12-05T01:38:57.469675Z" + "iopub.execute_input": "2023-12-07T04:36:14.126752Z", + "iopub.status.busy": "2023-12-07T04:36:14.126387Z", + "iopub.status.idle": "2023-12-07T04:36:16.778532Z", + "shell.execute_reply": "2023-12-07T04:36:16.777875Z" } }, "outputs": [ @@ -453,10 +453,10 @@ "id": "b5fa99a9-2583-4cd0-9d40-015f698cdb23", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:57.473019Z", - "iopub.status.busy": "2023-12-05T01:38:57.472519Z", - "iopub.status.idle": "2023-12-05T01:38:59.012228Z", - "shell.execute_reply": "2023-12-05T01:38:59.011539Z" + "iopub.execute_input": "2023-12-07T04:36:16.781084Z", + "iopub.status.busy": "2023-12-07T04:36:16.780873Z", + "iopub.status.idle": "2023-12-07T04:36:18.301806Z", + "shell.execute_reply": "2023-12-07T04:36:18.301135Z" } }, "outputs": [], @@ -498,10 +498,10 @@ "id": "ac1a60df", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:59.014974Z", - "iopub.status.busy": "2023-12-05T01:38:59.014777Z", - "iopub.status.idle": "2023-12-05T01:38:59.034177Z", - "shell.execute_reply": "2023-12-05T01:38:59.033670Z" + "iopub.execute_input": "2023-12-07T04:36:18.304524Z", + "iopub.status.busy": "2023-12-07T04:36:18.304314Z", + "iopub.status.idle": "2023-12-07T04:36:18.321704Z", + "shell.execute_reply": "2023-12-07T04:36:18.321183Z" } }, "outputs": [ @@ -543,10 +543,10 @@ "id": "d09115b6-ad44-474f-9c8a-85a459586439", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:38:59.036559Z", - "iopub.status.busy": "2023-12-05T01:38:59.036209Z", - "iopub.status.idle": "2023-12-05T01:39:00.295171Z", - "shell.execute_reply": "2023-12-05T01:39:00.294442Z" + "iopub.execute_input": "2023-12-07T04:36:18.323903Z", + "iopub.status.busy": "2023-12-07T04:36:18.323700Z", + "iopub.status.idle": "2023-12-07T04:36:19.627757Z", + "shell.execute_reply": "2023-12-07T04:36:19.626983Z" } }, "outputs": [ @@ -584,10 +584,10 @@ "id": "fffa88f6-84d7-45fe-8214-0e22079a06d1", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:00.298688Z", - "iopub.status.busy": "2023-12-05T01:39:00.297862Z", - "iopub.status.idle": "2023-12-05T01:39:03.105115Z", - "shell.execute_reply": "2023-12-05T01:39:03.104541Z" + "iopub.execute_input": "2023-12-07T04:36:19.630840Z", + "iopub.status.busy": "2023-12-07T04:36:19.630251Z", + "iopub.status.idle": "2023-12-07T04:36:22.385596Z", + "shell.execute_reply": "2023-12-07T04:36:22.384929Z" } }, "outputs": [ @@ -622,10 +622,10 @@ "id": "c1198575", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:03.107735Z", - "iopub.status.busy": "2023-12-05T01:39:03.107345Z", - "iopub.status.idle": "2023-12-05T01:39:03.111991Z", - "shell.execute_reply": "2023-12-05T01:39:03.111485Z" + "iopub.execute_input": "2023-12-07T04:36:22.388281Z", + "iopub.status.busy": "2023-12-07T04:36:22.388065Z", + "iopub.status.idle": "2023-12-07T04:36:22.392858Z", + "shell.execute_reply": "2023-12-07T04:36:22.392355Z" } }, "outputs": [ @@ -662,10 +662,10 @@ "id": "49161b19-7625-4fb7-add9-607d91a7eca1", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:03.114396Z", - "iopub.status.busy": "2023-12-05T01:39:03.114034Z", - "iopub.status.idle": "2023-12-05T01:39:03.118024Z", - "shell.execute_reply": "2023-12-05T01:39:03.117494Z" + "iopub.execute_input": "2023-12-07T04:36:22.395002Z", + "iopub.status.busy": "2023-12-07T04:36:22.394808Z", + "iopub.status.idle": "2023-12-07T04:36:22.398827Z", + "shell.execute_reply": "2023-12-07T04:36:22.398273Z" } }, "outputs": [], @@ -688,10 +688,10 @@ "id": "d1a2c008", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:03.120439Z", - "iopub.status.busy": "2023-12-05T01:39:03.120077Z", - "iopub.status.idle": "2023-12-05T01:39:03.123381Z", - "shell.execute_reply": "2023-12-05T01:39:03.122835Z" + "iopub.execute_input": "2023-12-07T04:36:22.401061Z", + "iopub.status.busy": "2023-12-07T04:36:22.400861Z", + "iopub.status.idle": "2023-12-07T04:36:22.404096Z", + "shell.execute_reply": "2023-12-07T04:36:22.403551Z" }, "nbsphinx": "hidden" }, diff --git a/master/.doctrees/nbsphinx/tutorials/object_detection.ipynb b/master/.doctrees/nbsphinx/tutorials/object_detection.ipynb index ed8f34cab..5f50a85f2 100644 --- a/master/.doctrees/nbsphinx/tutorials/object_detection.ipynb +++ b/master/.doctrees/nbsphinx/tutorials/object_detection.ipynb @@ -70,10 +70,10 @@ "id": "0ba0dc70", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:08.248178Z", - "iopub.status.busy": "2023-12-05T01:39:08.247980Z", - "iopub.status.idle": "2023-12-05T01:39:09.341638Z", - "shell.execute_reply": "2023-12-05T01:39:09.340971Z" + "iopub.execute_input": "2023-12-07T04:36:27.392815Z", + "iopub.status.busy": "2023-12-07T04:36:27.392271Z", + "iopub.status.idle": "2023-12-07T04:36:28.445844Z", + "shell.execute_reply": "2023-12-07T04:36:28.445165Z" }, "nbsphinx": "hidden" }, @@ -83,7 +83,7 @@ "dependencies = [\"cleanlab\", \"matplotlib\"]\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@4ac43c0a2654179732cafc704e807c3c5c9ec1f1\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@2e3608a2d8561e6936e510f72cfeb3da16fe6824\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", @@ -109,10 +109,10 @@ "id": "c90449c8", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:09.344673Z", - "iopub.status.busy": "2023-12-05T01:39:09.344377Z", - "iopub.status.idle": "2023-12-05T01:39:11.544637Z", - "shell.execute_reply": "2023-12-05T01:39:11.543919Z" + "iopub.execute_input": "2023-12-07T04:36:28.449017Z", + "iopub.status.busy": "2023-12-07T04:36:28.448591Z", + "iopub.status.idle": "2023-12-07T04:36:29.916475Z", + "shell.execute_reply": "2023-12-07T04:36:29.915639Z" } }, "outputs": [], @@ -130,10 +130,10 @@ "id": "df8be4c6", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:11.547383Z", - "iopub.status.busy": "2023-12-05T01:39:11.547156Z", - "iopub.status.idle": "2023-12-05T01:39:11.550516Z", - "shell.execute_reply": "2023-12-05T01:39:11.549990Z" + "iopub.execute_input": "2023-12-07T04:36:29.919595Z", + "iopub.status.busy": "2023-12-07T04:36:29.919188Z", + "iopub.status.idle": "2023-12-07T04:36:29.922439Z", + "shell.execute_reply": "2023-12-07T04:36:29.921891Z" } }, "outputs": [], @@ -165,10 +165,10 @@ "id": "2e9ffd6f", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:11.552615Z", - "iopub.status.busy": "2023-12-05T01:39:11.552421Z", - "iopub.status.idle": "2023-12-05T01:39:11.557760Z", - "shell.execute_reply": "2023-12-05T01:39:11.557281Z" + "iopub.execute_input": "2023-12-07T04:36:29.924799Z", + "iopub.status.busy": "2023-12-07T04:36:29.924425Z", + "iopub.status.idle": "2023-12-07T04:36:29.929748Z", + "shell.execute_reply": "2023-12-07T04:36:29.929273Z" } }, "outputs": [], @@ -194,10 +194,10 @@ "id": "56705562", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:11.560135Z", - "iopub.status.busy": "2023-12-05T01:39:11.559678Z", - "iopub.status.idle": "2023-12-05T01:39:12.157471Z", - "shell.execute_reply": "2023-12-05T01:39:12.156804Z" + "iopub.execute_input": "2023-12-07T04:36:29.931999Z", + "iopub.status.busy": "2023-12-07T04:36:29.931798Z", + "iopub.status.idle": "2023-12-07T04:36:30.541082Z", + "shell.execute_reply": "2023-12-07T04:36:30.540394Z" }, "scrolled": true }, @@ -237,10 +237,10 @@ "id": "b08144d7", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:12.160261Z", - "iopub.status.busy": "2023-12-05T01:39:12.159795Z", - "iopub.status.idle": "2023-12-05T01:39:12.165796Z", - "shell.execute_reply": "2023-12-05T01:39:12.165181Z" + "iopub.execute_input": "2023-12-07T04:36:30.544165Z", + "iopub.status.busy": "2023-12-07T04:36:30.543938Z", + "iopub.status.idle": "2023-12-07T04:36:30.550162Z", + "shell.execute_reply": "2023-12-07T04:36:30.549551Z" } }, "outputs": [ @@ -492,10 +492,10 @@ "id": "3d70bec6", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:12.168070Z", - "iopub.status.busy": "2023-12-05T01:39:12.167722Z", - "iopub.status.idle": "2023-12-05T01:39:12.171778Z", - "shell.execute_reply": "2023-12-05T01:39:12.171156Z" + "iopub.execute_input": "2023-12-07T04:36:30.552816Z", + "iopub.status.busy": "2023-12-07T04:36:30.552323Z", + "iopub.status.idle": "2023-12-07T04:36:30.556558Z", + "shell.execute_reply": "2023-12-07T04:36:30.555956Z" } }, "outputs": [ @@ -552,10 +552,10 @@ "id": "4caa635d", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:12.174282Z", - "iopub.status.busy": "2023-12-05T01:39:12.173853Z", - "iopub.status.idle": "2023-12-05T01:39:12.749067Z", - "shell.execute_reply": "2023-12-05T01:39:12.748444Z" + "iopub.execute_input": "2023-12-07T04:36:30.559098Z", + "iopub.status.busy": "2023-12-07T04:36:30.558703Z", + "iopub.status.idle": "2023-12-07T04:36:31.180133Z", + "shell.execute_reply": "2023-12-07T04:36:31.179490Z" } }, "outputs": [ @@ -611,10 +611,10 @@ "id": "a9b4c590", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:12.751885Z", - "iopub.status.busy": "2023-12-05T01:39:12.751387Z", - "iopub.status.idle": "2023-12-05T01:39:12.841595Z", - "shell.execute_reply": "2023-12-05T01:39:12.841035Z" + "iopub.execute_input": "2023-12-07T04:36:31.182673Z", + "iopub.status.busy": "2023-12-07T04:36:31.182453Z", + "iopub.status.idle": "2023-12-07T04:36:31.288140Z", + "shell.execute_reply": "2023-12-07T04:36:31.287613Z" } }, "outputs": [ @@ -655,10 +655,10 @@ "id": "ffd9ebcc", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:12.844215Z", - "iopub.status.busy": "2023-12-05T01:39:12.843842Z", - "iopub.status.idle": "2023-12-05T01:39:12.848229Z", - "shell.execute_reply": "2023-12-05T01:39:12.847647Z" + "iopub.execute_input": "2023-12-07T04:36:31.290685Z", + "iopub.status.busy": "2023-12-07T04:36:31.290327Z", + "iopub.status.idle": "2023-12-07T04:36:31.295720Z", + "shell.execute_reply": "2023-12-07T04:36:31.295190Z" } }, "outputs": [ @@ -695,10 +695,10 @@ "id": "4dd46d67", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:12.850646Z", - "iopub.status.busy": "2023-12-05T01:39:12.850284Z", - "iopub.status.idle": "2023-12-05T01:39:13.223525Z", - "shell.execute_reply": "2023-12-05T01:39:13.222891Z" + "iopub.execute_input": "2023-12-07T04:36:31.297893Z", + "iopub.status.busy": "2023-12-07T04:36:31.297693Z", + "iopub.status.idle": "2023-12-07T04:36:31.673026Z", + "shell.execute_reply": "2023-12-07T04:36:31.672400Z" } }, "outputs": [ @@ -757,10 +757,10 @@ "id": "ceec2394", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:13.226590Z", - "iopub.status.busy": "2023-12-05T01:39:13.226209Z", - "iopub.status.idle": "2023-12-05T01:39:13.535397Z", - "shell.execute_reply": "2023-12-05T01:39:13.534711Z" + "iopub.execute_input": "2023-12-07T04:36:31.676469Z", + "iopub.status.busy": "2023-12-07T04:36:31.675927Z", + "iopub.status.idle": "2023-12-07T04:36:32.013627Z", + "shell.execute_reply": "2023-12-07T04:36:32.012954Z" } }, "outputs": [ @@ -807,10 +807,10 @@ "id": "94f82b0d", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:13.538029Z", - "iopub.status.busy": "2023-12-05T01:39:13.537672Z", - "iopub.status.idle": "2023-12-05T01:39:13.917681Z", - "shell.execute_reply": "2023-12-05T01:39:13.917083Z" + "iopub.execute_input": "2023-12-07T04:36:32.016911Z", + "iopub.status.busy": "2023-12-07T04:36:32.016465Z", + "iopub.status.idle": "2023-12-07T04:36:32.403441Z", + "shell.execute_reply": "2023-12-07T04:36:32.402781Z" } }, "outputs": [ @@ -857,10 +857,10 @@ "id": "1ea18c5d", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:13.920753Z", - "iopub.status.busy": "2023-12-05T01:39:13.920543Z", - "iopub.status.idle": "2023-12-05T01:39:14.379620Z", - "shell.execute_reply": "2023-12-05T01:39:14.378977Z" + "iopub.execute_input": "2023-12-07T04:36:32.406628Z", + "iopub.status.busy": "2023-12-07T04:36:32.406360Z", + "iopub.status.idle": "2023-12-07T04:36:32.842965Z", + "shell.execute_reply": "2023-12-07T04:36:32.842272Z" } }, "outputs": [ @@ -920,10 +920,10 @@ "id": "7e770d23", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:14.384007Z", - "iopub.status.busy": "2023-12-05T01:39:14.383601Z", - "iopub.status.idle": "2023-12-05T01:39:14.830752Z", - "shell.execute_reply": "2023-12-05T01:39:14.830077Z" + "iopub.execute_input": "2023-12-07T04:36:32.847487Z", + "iopub.status.busy": "2023-12-07T04:36:32.847070Z", + "iopub.status.idle": "2023-12-07T04:36:33.299324Z", + "shell.execute_reply": "2023-12-07T04:36:33.298538Z" } }, "outputs": [ @@ -966,10 +966,10 @@ "id": "57e84a27", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:14.833787Z", - "iopub.status.busy": "2023-12-05T01:39:14.833329Z", - "iopub.status.idle": "2023-12-05T01:39:15.154730Z", - "shell.execute_reply": "2023-12-05T01:39:15.154077Z" + "iopub.execute_input": "2023-12-07T04:36:33.303134Z", + "iopub.status.busy": "2023-12-07T04:36:33.302633Z", + "iopub.status.idle": "2023-12-07T04:36:33.633163Z", + "shell.execute_reply": "2023-12-07T04:36:33.632508Z" } }, "outputs": [ @@ -1012,10 +1012,10 @@ "id": "0302818a", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:15.157384Z", - "iopub.status.busy": "2023-12-05T01:39:15.156938Z", - "iopub.status.idle": "2023-12-05T01:39:15.355710Z", - "shell.execute_reply": "2023-12-05T01:39:15.355061Z" + "iopub.execute_input": "2023-12-07T04:36:33.636068Z", + "iopub.status.busy": "2023-12-07T04:36:33.635603Z", + "iopub.status.idle": "2023-12-07T04:36:33.834654Z", + "shell.execute_reply": "2023-12-07T04:36:33.833984Z" } }, "outputs": [ @@ -1050,10 +1050,10 @@ "id": "8ce74938", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:15.358095Z", - "iopub.status.busy": "2023-12-05T01:39:15.357752Z", - "iopub.status.idle": "2023-12-05T01:39:15.361459Z", - "shell.execute_reply": "2023-12-05T01:39:15.360834Z" + "iopub.execute_input": "2023-12-07T04:36:33.837517Z", + "iopub.status.busy": "2023-12-07T04:36:33.837041Z", + "iopub.status.idle": "2023-12-07T04:36:33.840997Z", + "shell.execute_reply": "2023-12-07T04:36:33.840374Z" }, "nbsphinx": "hidden" }, diff --git a/master/.doctrees/nbsphinx/tutorials/outliers.ipynb b/master/.doctrees/nbsphinx/tutorials/outliers.ipynb index c087bac26..a1f5a884c 100644 --- a/master/.doctrees/nbsphinx/tutorials/outliers.ipynb +++ b/master/.doctrees/nbsphinx/tutorials/outliers.ipynb @@ -109,10 +109,10 @@ "id": "2bbebfc8", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:17.425778Z", - "iopub.status.busy": "2023-12-05T01:39:17.425593Z", - "iopub.status.idle": "2023-12-05T01:39:19.310307Z", - "shell.execute_reply": "2023-12-05T01:39:19.309715Z" + "iopub.execute_input": "2023-12-07T04:36:35.898523Z", + "iopub.status.busy": "2023-12-07T04:36:35.898152Z", + "iopub.status.idle": "2023-12-07T04:36:37.804263Z", + "shell.execute_reply": "2023-12-07T04:36:37.803653Z" }, "nbsphinx": "hidden" }, @@ -125,7 +125,7 @@ "dependencies = [\"matplotlib\", \"torch\", \"torchvision\", \"timm\", \"cleanlab\"]\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@4ac43c0a2654179732cafc704e807c3c5c9ec1f1\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@2e3608a2d8561e6936e510f72cfeb3da16fe6824\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", @@ -159,10 +159,10 @@ "id": "4396f544", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:19.313423Z", - "iopub.status.busy": "2023-12-05T01:39:19.312879Z", - "iopub.status.idle": "2023-12-05T01:39:19.616776Z", - "shell.execute_reply": "2023-12-05T01:39:19.616098Z" + "iopub.execute_input": "2023-12-07T04:36:37.807283Z", + "iopub.status.busy": "2023-12-07T04:36:37.806775Z", + "iopub.status.idle": "2023-12-07T04:36:38.113384Z", + "shell.execute_reply": "2023-12-07T04:36:38.112772Z" } }, "outputs": [], @@ -188,10 +188,10 @@ "id": "3792f82e", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:19.619612Z", - "iopub.status.busy": "2023-12-05T01:39:19.619373Z", - "iopub.status.idle": "2023-12-05T01:39:19.623680Z", - "shell.execute_reply": "2023-12-05T01:39:19.623191Z" + "iopub.execute_input": "2023-12-07T04:36:38.116309Z", + "iopub.status.busy": "2023-12-07T04:36:38.116001Z", + "iopub.status.idle": "2023-12-07T04:36:38.120205Z", + "shell.execute_reply": "2023-12-07T04:36:38.119720Z" }, "nbsphinx": "hidden" }, @@ -225,10 +225,10 @@ "id": "fd853a54", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:19.626055Z", - "iopub.status.busy": "2023-12-05T01:39:19.625709Z", - "iopub.status.idle": "2023-12-05T01:39:27.095171Z", - "shell.execute_reply": "2023-12-05T01:39:27.094479Z" + "iopub.execute_input": "2023-12-07T04:36:38.122394Z", + "iopub.status.busy": "2023-12-07T04:36:38.122103Z", + "iopub.status.idle": "2023-12-07T04:36:42.699420Z", + "shell.execute_reply": "2023-12-07T04:36:42.698714Z" } }, "outputs": [ @@ -242,7 +242,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "6e7c86451b644db384ac1e9b60011a88", + "model_id": "4e844d5e559c46d48fb6c9d8850b95a2", "version_major": 2, "version_minor": 0 }, @@ -361,10 +361,10 @@ "id": "9b64e0aa", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:27.097750Z", - "iopub.status.busy": "2023-12-05T01:39:27.097445Z", - "iopub.status.idle": "2023-12-05T01:39:27.102450Z", - "shell.execute_reply": "2023-12-05T01:39:27.101941Z" + "iopub.execute_input": "2023-12-07T04:36:42.702101Z", + "iopub.status.busy": "2023-12-07T04:36:42.701717Z", + "iopub.status.idle": "2023-12-07T04:36:42.707005Z", + "shell.execute_reply": "2023-12-07T04:36:42.706479Z" }, "nbsphinx": "hidden" }, @@ -415,10 +415,10 @@ "id": "a00aa3ed", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:27.104868Z", - "iopub.status.busy": "2023-12-05T01:39:27.104512Z", - "iopub.status.idle": "2023-12-05T01:39:27.661396Z", - "shell.execute_reply": "2023-12-05T01:39:27.660715Z" + "iopub.execute_input": "2023-12-07T04:36:42.709501Z", + "iopub.status.busy": "2023-12-07T04:36:42.709016Z", + "iopub.status.idle": "2023-12-07T04:36:43.260993Z", + "shell.execute_reply": "2023-12-07T04:36:43.260332Z" } }, "outputs": [ @@ -451,10 +451,10 @@ "id": "41e5cb6b", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:27.664125Z", - "iopub.status.busy": "2023-12-05T01:39:27.663743Z", - "iopub.status.idle": "2023-12-05T01:39:28.296389Z", - "shell.execute_reply": "2023-12-05T01:39:28.295698Z" + "iopub.execute_input": "2023-12-07T04:36:43.263661Z", + "iopub.status.busy": "2023-12-07T04:36:43.263203Z", + "iopub.status.idle": "2023-12-07T04:36:43.892497Z", + "shell.execute_reply": "2023-12-07T04:36:43.891842Z" } }, "outputs": [ @@ -492,10 +492,10 @@ "id": "1cf25354", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:28.298969Z", - "iopub.status.busy": "2023-12-05T01:39:28.298723Z", - "iopub.status.idle": "2023-12-05T01:39:28.302447Z", - "shell.execute_reply": "2023-12-05T01:39:28.301931Z" + "iopub.execute_input": "2023-12-07T04:36:43.895347Z", + "iopub.status.busy": "2023-12-07T04:36:43.894859Z", + "iopub.status.idle": "2023-12-07T04:36:43.898520Z", + "shell.execute_reply": "2023-12-07T04:36:43.898011Z" } }, "outputs": [], @@ -518,10 +518,10 @@ "id": "85a58d41", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:28.304690Z", - "iopub.status.busy": "2023-12-05T01:39:28.304496Z", - "iopub.status.idle": "2023-12-05T01:39:41.979000Z", - "shell.execute_reply": "2023-12-05T01:39:41.978325Z" + "iopub.execute_input": "2023-12-07T04:36:43.900783Z", + "iopub.status.busy": "2023-12-07T04:36:43.900424Z", + "iopub.status.idle": "2023-12-07T04:36:55.982670Z", + "shell.execute_reply": "2023-12-07T04:36:55.981930Z" } }, "outputs": [ @@ -580,10 +580,10 @@ "id": "feb0f519", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:41.981907Z", - "iopub.status.busy": "2023-12-05T01:39:41.981662Z", - "iopub.status.idle": "2023-12-05T01:39:43.556734Z", - "shell.execute_reply": "2023-12-05T01:39:43.556125Z" + "iopub.execute_input": "2023-12-07T04:36:55.985593Z", + "iopub.status.busy": "2023-12-07T04:36:55.985138Z", + "iopub.status.idle": "2023-12-07T04:36:57.562114Z", + "shell.execute_reply": "2023-12-07T04:36:57.561444Z" } }, "outputs": [ @@ -627,10 +627,10 @@ "id": "089d5860", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:43.559795Z", - "iopub.status.busy": "2023-12-05T01:39:43.559273Z", - "iopub.status.idle": "2023-12-05T01:39:43.791260Z", - "shell.execute_reply": "2023-12-05T01:39:43.790477Z" + "iopub.execute_input": "2023-12-07T04:36:57.565490Z", + "iopub.status.busy": "2023-12-07T04:36:57.564940Z", + "iopub.status.idle": "2023-12-07T04:36:57.812387Z", + "shell.execute_reply": "2023-12-07T04:36:57.811781Z" } }, "outputs": [ @@ -666,10 +666,10 @@ "id": "78b1951c", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:43.793936Z", - "iopub.status.busy": "2023-12-05T01:39:43.793724Z", - "iopub.status.idle": "2023-12-05T01:39:44.442701Z", - "shell.execute_reply": "2023-12-05T01:39:44.442006Z" + "iopub.execute_input": "2023-12-07T04:36:57.815259Z", + "iopub.status.busy": "2023-12-07T04:36:57.815009Z", + "iopub.status.idle": "2023-12-07T04:36:58.482801Z", + "shell.execute_reply": "2023-12-07T04:36:58.482123Z" } }, "outputs": [ @@ -719,10 +719,10 @@ "id": "e9dff81b", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:44.445561Z", - "iopub.status.busy": "2023-12-05T01:39:44.445351Z", - "iopub.status.idle": "2023-12-05T01:39:44.891816Z", - "shell.execute_reply": "2023-12-05T01:39:44.891142Z" + "iopub.execute_input": "2023-12-07T04:36:58.486066Z", + "iopub.status.busy": "2023-12-07T04:36:58.485825Z", + "iopub.status.idle": "2023-12-07T04:36:58.980527Z", + "shell.execute_reply": "2023-12-07T04:36:58.979876Z" } }, "outputs": [ @@ -770,10 +770,10 @@ "id": "616769f8", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:44.894448Z", - "iopub.status.busy": "2023-12-05T01:39:44.893994Z", - "iopub.status.idle": "2023-12-05T01:39:45.148806Z", - "shell.execute_reply": "2023-12-05T01:39:45.148092Z" + "iopub.execute_input": "2023-12-07T04:36:58.982995Z", + "iopub.status.busy": "2023-12-07T04:36:58.982790Z", + "iopub.status.idle": "2023-12-07T04:36:59.214753Z", + "shell.execute_reply": "2023-12-07T04:36:59.214067Z" } }, "outputs": [ @@ -829,10 +829,10 @@ "id": "40fed4ef", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:45.151965Z", - "iopub.status.busy": "2023-12-05T01:39:45.151709Z", - "iopub.status.idle": "2023-12-05T01:39:45.236199Z", - "shell.execute_reply": "2023-12-05T01:39:45.235620Z" + "iopub.execute_input": "2023-12-07T04:36:59.217656Z", + "iopub.status.busy": "2023-12-07T04:36:59.217448Z", + "iopub.status.idle": "2023-12-07T04:36:59.291768Z", + "shell.execute_reply": "2023-12-07T04:36:59.291038Z" } }, "outputs": [], @@ -853,10 +853,10 @@ "id": "89f9db72", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:39:45.239102Z", - "iopub.status.busy": "2023-12-05T01:39:45.238698Z", - "iopub.status.idle": "2023-12-05T01:40:23.179140Z", - "shell.execute_reply": "2023-12-05T01:40:23.178422Z" + "iopub.execute_input": "2023-12-07T04:36:59.294924Z", + "iopub.status.busy": "2023-12-07T04:36:59.294429Z", + "iopub.status.idle": "2023-12-07T04:37:37.665568Z", + "shell.execute_reply": "2023-12-07T04:37:37.664870Z" } }, "outputs": [ @@ -893,10 +893,10 @@ "id": "874c885a", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:40:23.181733Z", - "iopub.status.busy": "2023-12-05T01:40:23.181474Z", - "iopub.status.idle": "2023-12-05T01:40:24.324897Z", - "shell.execute_reply": "2023-12-05T01:40:24.324205Z" + "iopub.execute_input": "2023-12-07T04:37:37.668173Z", + "iopub.status.busy": "2023-12-07T04:37:37.667914Z", + "iopub.status.idle": "2023-12-07T04:37:38.837387Z", + "shell.execute_reply": "2023-12-07T04:37:38.836750Z" } }, "outputs": [ @@ -927,10 +927,10 @@ "id": "e110fc4b", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:40:24.327999Z", - "iopub.status.busy": "2023-12-05T01:40:24.327545Z", - "iopub.status.idle": "2023-12-05T01:40:24.514664Z", - "shell.execute_reply": "2023-12-05T01:40:24.513941Z" + "iopub.execute_input": "2023-12-07T04:37:38.840543Z", + "iopub.status.busy": "2023-12-07T04:37:38.839917Z", + "iopub.status.idle": "2023-12-07T04:37:39.036355Z", + "shell.execute_reply": "2023-12-07T04:37:39.035748Z" } }, "outputs": [], @@ -944,10 +944,10 @@ "id": "85b60cbf", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:40:24.517820Z", - "iopub.status.busy": "2023-12-05T01:40:24.517415Z", - "iopub.status.idle": "2023-12-05T01:40:24.520829Z", - "shell.execute_reply": "2023-12-05T01:40:24.520237Z" + "iopub.execute_input": "2023-12-07T04:37:39.039274Z", + "iopub.status.busy": "2023-12-07T04:37:39.038881Z", + "iopub.status.idle": "2023-12-07T04:37:39.042113Z", + "shell.execute_reply": "2023-12-07T04:37:39.041604Z" } }, "outputs": [], @@ -969,10 +969,10 @@ "id": "17f96fa6", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:40:24.523292Z", - "iopub.status.busy": "2023-12-05T01:40:24.522804Z", - "iopub.status.idle": "2023-12-05T01:40:24.531659Z", - "shell.execute_reply": "2023-12-05T01:40:24.531147Z" + "iopub.execute_input": "2023-12-07T04:37:39.044648Z", + "iopub.status.busy": "2023-12-07T04:37:39.044290Z", + "iopub.status.idle": "2023-12-07T04:37:39.053112Z", + "shell.execute_reply": "2023-12-07T04:37:39.052652Z" }, "nbsphinx": "hidden" }, @@ -1017,7 +1017,7 @@ "widgets": { "application/vnd.jupyter.widget-state+json": { "state": { - "3953e910297d461682d3b7d5a55cbd04": { + "1f0a512c19f041eb9fb2486d802ae295": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", @@ -1069,7 +1069,53 @@ "width": null } }, - "3ae196241bc343d0846a9fc044b9691c": { + "4e844d5e559c46d48fb6c9d8850b95a2": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_8e9b825df27e45e984d1063b4e722da6", + "IPY_MODEL_50f3fb1ed866481185b3ca34446b3bcf", + "IPY_MODEL_7f74b2ae69e24a47ae593fea8acf24ed" + ], + "layout": "IPY_MODEL_a3e2627443ad4d7fa18f92b96eabd94a" + } + }, + "50f3fb1ed866481185b3ca34446b3bcf": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_f9d441126513478db13159969a6722fc", + "max": 170498071.0, + "min": 0.0, + "orientation": "horizontal", + "style": "IPY_MODEL_c88609e2e782415bac86214fa067e525", + "value": 170498071.0 + } + }, + "52d8b1caffb940e6839c77fe21390477": { "model_module": "@jupyter-widgets/controls", "model_module_version": "1.5.0", "model_name": "DescriptionStyleModel", @@ -1084,7 +1130,28 @@ "description_width": "" } }, - "3f5d3d3a291f444caac5951e7915d16e": { + "7f74b2ae69e24a47ae593fea8acf24ed": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_1f0a512c19f041eb9fb2486d802ae295", + "placeholder": "​", + "style": "IPY_MODEL_d22244a25a2345e98b7a2c7043d4af2e", + "value": " 170498071/170498071 [00:01<00:00, 108142974.04it/s]" + } + }, + "8e9b825df27e45e984d1063b4e722da6": { "model_module": "@jupyter-widgets/controls", "model_module_version": "1.5.0", "model_name": "HTMLModel", @@ -1099,13 +1166,13 @@ "_view_name": "HTMLView", "description": "", "description_tooltip": null, - "layout": "IPY_MODEL_4ab0d30e3ed6430996b6b383cbba6fab", + "layout": "IPY_MODEL_92d78bec65d54ceab8b7b25dd761c3af", "placeholder": "​", - "style": "IPY_MODEL_e148edb9ccce4bb793ea9b2705793bc2", - "value": " 170498071/170498071 [00:04<00:00, 46205854.36it/s]" + "style": "IPY_MODEL_52d8b1caffb940e6839c77fe21390477", + "value": "100%" } }, - "4ab0d30e3ed6430996b6b383cbba6fab": { + "92d78bec65d54ceab8b7b25dd761c3af": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", @@ -1157,74 +1224,7 @@ "width": null } }, - "59a761dd7bcf413aa058867667ec787d": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HTMLModel", - "state": { - "_dom_classes": [], - "_model_module": "@jupyter-widgets/controls", - "_model_module_version": "1.5.0", - "_model_name": "HTMLModel", - "_view_count": null, - "_view_module": "@jupyter-widgets/controls", - "_view_module_version": "1.5.0", - "_view_name": "HTMLView", - "description": "", - "description_tooltip": null, - "layout": "IPY_MODEL_dffb8555947749f4aa47ed7ad002193f", - "placeholder": "​", - "style": "IPY_MODEL_3ae196241bc343d0846a9fc044b9691c", - "value": "100%" - } - }, - "6e7c86451b644db384ac1e9b60011a88": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HBoxModel", - "state": { - "_dom_classes": [], - "_model_module": "@jupyter-widgets/controls", - "_model_module_version": "1.5.0", - "_model_name": "HBoxModel", - "_view_count": null, - "_view_module": "@jupyter-widgets/controls", - "_view_module_version": "1.5.0", - "_view_name": "HBoxView", - "box_style": "", - "children": [ - "IPY_MODEL_59a761dd7bcf413aa058867667ec787d", - "IPY_MODEL_8cf5087e21284b9baefb45588899a3d5", - "IPY_MODEL_3f5d3d3a291f444caac5951e7915d16e" - ], - "layout": "IPY_MODEL_3953e910297d461682d3b7d5a55cbd04" - } - }, - "8cf5087e21284b9baefb45588899a3d5": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "FloatProgressModel", - "state": { - "_dom_classes": [], - "_model_module": "@jupyter-widgets/controls", - "_model_module_version": "1.5.0", - "_model_name": "FloatProgressModel", - "_view_count": null, - "_view_module": "@jupyter-widgets/controls", - "_view_module_version": "1.5.0", - "_view_name": "ProgressView", - "bar_style": "success", - "description": "", - "description_tooltip": null, - "layout": "IPY_MODEL_ff03a210073746e48fb2688b751c4311", - "max": 170498071.0, - "min": 0.0, - "orientation": "horizontal", - "style": "IPY_MODEL_f53168ae266e43cdb409ad5e550cc943", - "value": 170498071.0 - } - }, - "dffb8555947749f4aa47ed7ad002193f": { + "a3e2627443ad4d7fa18f92b96eabd94a": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", @@ -1276,38 +1276,38 @@ "width": null } }, - "e148edb9ccce4bb793ea9b2705793bc2": { + "c88609e2e782415bac86214fa067e525": { "model_module": "@jupyter-widgets/controls", "model_module_version": "1.5.0", - "model_name": "DescriptionStyleModel", + "model_name": "ProgressStyleModel", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", - "_model_name": "DescriptionStyleModel", + "_model_name": "ProgressStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", + "bar_color": null, "description_width": "" } }, - "f53168ae266e43cdb409ad5e550cc943": { + "d22244a25a2345e98b7a2c7043d4af2e": { "model_module": "@jupyter-widgets/controls", "model_module_version": "1.5.0", - "model_name": "ProgressStyleModel", + "model_name": "DescriptionStyleModel", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", - "_model_name": "ProgressStyleModel", + "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", - "bar_color": null, "description_width": "" } }, - "ff03a210073746e48fb2688b751c4311": { + "f9d441126513478db13159969a6722fc": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", diff --git a/master/.doctrees/nbsphinx/tutorials/regression.ipynb b/master/.doctrees/nbsphinx/tutorials/regression.ipynb index c34de7eb0..c5ecefa7b 100644 --- a/master/.doctrees/nbsphinx/tutorials/regression.ipynb +++ b/master/.doctrees/nbsphinx/tutorials/regression.ipynb @@ -94,10 +94,10 @@ "id": "2e1af7d8", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:40:29.741282Z", - "iopub.status.busy": "2023-12-05T01:40:29.741093Z", - "iopub.status.idle": "2023-12-05T01:40:30.790262Z", - "shell.execute_reply": "2023-12-05T01:40:30.789661Z" + "iopub.execute_input": "2023-12-07T04:37:44.447016Z", + "iopub.status.busy": "2023-12-07T04:37:44.446564Z", + "iopub.status.idle": "2023-12-07T04:37:45.527428Z", + "shell.execute_reply": "2023-12-07T04:37:45.526790Z" }, "nbsphinx": "hidden" }, @@ -109,7 +109,7 @@ "dependencies = [\"cleanlab\", \"matplotlib>=3.6.0\"]\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@4ac43c0a2654179732cafc704e807c3c5c9ec1f1\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@2e3608a2d8561e6936e510f72cfeb3da16fe6824\n", " cmd = \" \".join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", @@ -135,10 +135,10 @@ "id": "4fb10b8f", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:40:30.793311Z", - "iopub.status.busy": "2023-12-05T01:40:30.792800Z", - "iopub.status.idle": "2023-12-05T01:40:30.808051Z", - "shell.execute_reply": "2023-12-05T01:40:30.807578Z" + "iopub.execute_input": "2023-12-07T04:37:45.530448Z", + "iopub.status.busy": "2023-12-07T04:37:45.529981Z", + "iopub.status.idle": "2023-12-07T04:37:45.546157Z", + "shell.execute_reply": "2023-12-07T04:37:45.545667Z" } }, "outputs": [], @@ -157,10 +157,10 @@ "id": "284dc264", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:40:30.810294Z", - "iopub.status.busy": "2023-12-05T01:40:30.809932Z", - "iopub.status.idle": "2023-12-05T01:40:30.813061Z", - "shell.execute_reply": "2023-12-05T01:40:30.812553Z" + "iopub.execute_input": "2023-12-07T04:37:45.548516Z", + "iopub.status.busy": "2023-12-07T04:37:45.548174Z", + "iopub.status.idle": "2023-12-07T04:37:45.551316Z", + "shell.execute_reply": "2023-12-07T04:37:45.550700Z" }, "nbsphinx": "hidden" }, @@ -191,10 +191,10 @@ "id": "0f7450db", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:40:30.815334Z", - "iopub.status.busy": "2023-12-05T01:40:30.814892Z", - "iopub.status.idle": "2023-12-05T01:40:31.105579Z", - "shell.execute_reply": "2023-12-05T01:40:31.104999Z" + "iopub.execute_input": "2023-12-07T04:37:45.553509Z", + "iopub.status.busy": "2023-12-07T04:37:45.553309Z", + "iopub.status.idle": "2023-12-07T04:37:45.649544Z", + "shell.execute_reply": "2023-12-07T04:37:45.648940Z" } }, "outputs": [ @@ -367,10 +367,10 @@ "id": "55513fed", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:40:31.108217Z", - "iopub.status.busy": "2023-12-05T01:40:31.107874Z", - "iopub.status.idle": "2023-12-05T01:40:31.373684Z", - "shell.execute_reply": "2023-12-05T01:40:31.373020Z" + "iopub.execute_input": "2023-12-07T04:37:45.652327Z", + "iopub.status.busy": "2023-12-07T04:37:45.651926Z", + "iopub.status.idle": "2023-12-07T04:37:45.922844Z", + "shell.execute_reply": "2023-12-07T04:37:45.922159Z" }, "nbsphinx": "hidden" }, @@ -410,10 +410,10 @@ "id": "df5a0f59", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:40:31.376449Z", - "iopub.status.busy": "2023-12-05T01:40:31.376226Z", - "iopub.status.idle": "2023-12-05T01:40:31.628457Z", - "shell.execute_reply": "2023-12-05T01:40:31.627796Z" + "iopub.execute_input": "2023-12-07T04:37:45.925792Z", + "iopub.status.busy": "2023-12-07T04:37:45.925574Z", + "iopub.status.idle": "2023-12-07T04:37:46.180942Z", + "shell.execute_reply": "2023-12-07T04:37:46.180301Z" } }, "outputs": [ @@ -449,10 +449,10 @@ "id": "7af78a8a", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:40:31.631281Z", - "iopub.status.busy": "2023-12-05T01:40:31.630815Z", - "iopub.status.idle": "2023-12-05T01:40:31.635320Z", - "shell.execute_reply": "2023-12-05T01:40:31.634819Z" + "iopub.execute_input": "2023-12-07T04:37:46.183495Z", + "iopub.status.busy": "2023-12-07T04:37:46.183283Z", + "iopub.status.idle": "2023-12-07T04:37:46.188014Z", + "shell.execute_reply": "2023-12-07T04:37:46.187414Z" } }, "outputs": [], @@ -470,10 +470,10 @@ "id": "9556c624", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:40:31.637681Z", - "iopub.status.busy": "2023-12-05T01:40:31.637207Z", - "iopub.status.idle": "2023-12-05T01:40:31.643696Z", - "shell.execute_reply": "2023-12-05T01:40:31.643197Z" + "iopub.execute_input": "2023-12-07T04:37:46.190534Z", + "iopub.status.busy": "2023-12-07T04:37:46.190183Z", + "iopub.status.idle": "2023-12-07T04:37:46.196947Z", + "shell.execute_reply": "2023-12-07T04:37:46.196325Z" } }, "outputs": [], @@ -520,10 +520,10 @@ "id": "3c2f1ccc", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:40:31.646040Z", - "iopub.status.busy": "2023-12-05T01:40:31.645843Z", - "iopub.status.idle": "2023-12-05T01:40:31.648530Z", - "shell.execute_reply": "2023-12-05T01:40:31.648019Z" + "iopub.execute_input": "2023-12-07T04:37:46.199436Z", + "iopub.status.busy": "2023-12-07T04:37:46.199135Z", + "iopub.status.idle": "2023-12-07T04:37:46.202559Z", + "shell.execute_reply": "2023-12-07T04:37:46.202070Z" } }, "outputs": [], @@ -538,10 +538,10 @@ "id": "7e1b7860", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:40:31.650701Z", - "iopub.status.busy": "2023-12-05T01:40:31.650506Z", - "iopub.status.idle": "2023-12-05T01:40:41.695520Z", - "shell.execute_reply": "2023-12-05T01:40:41.694779Z" + "iopub.execute_input": "2023-12-07T04:37:46.204792Z", + "iopub.status.busy": "2023-12-07T04:37:46.204424Z", + "iopub.status.idle": "2023-12-07T04:37:56.436462Z", + "shell.execute_reply": "2023-12-07T04:37:56.435787Z" } }, "outputs": [], @@ -565,10 +565,10 @@ "id": "f407bd69", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:40:41.698962Z", - "iopub.status.busy": "2023-12-05T01:40:41.698289Z", - "iopub.status.idle": "2023-12-05T01:40:41.705753Z", - "shell.execute_reply": "2023-12-05T01:40:41.705191Z" + "iopub.execute_input": "2023-12-07T04:37:56.439763Z", + "iopub.status.busy": "2023-12-07T04:37:56.439307Z", + "iopub.status.idle": "2023-12-07T04:37:56.447207Z", + "shell.execute_reply": "2023-12-07T04:37:56.446571Z" } }, "outputs": [ @@ -671,10 +671,10 @@ "id": "f7385336", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:40:41.708352Z", - "iopub.status.busy": "2023-12-05T01:40:41.707866Z", - "iopub.status.idle": "2023-12-05T01:40:41.711838Z", - "shell.execute_reply": "2023-12-05T01:40:41.711215Z" + "iopub.execute_input": "2023-12-07T04:37:56.449440Z", + "iopub.status.busy": "2023-12-07T04:37:56.449238Z", + "iopub.status.idle": "2023-12-07T04:37:56.453200Z", + "shell.execute_reply": "2023-12-07T04:37:56.452685Z" } }, "outputs": [], @@ -689,10 +689,10 @@ "id": "59fc3091", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:40:41.714267Z", - "iopub.status.busy": "2023-12-05T01:40:41.713816Z", - "iopub.status.idle": "2023-12-05T01:40:41.717480Z", - "shell.execute_reply": "2023-12-05T01:40:41.716873Z" + "iopub.execute_input": "2023-12-07T04:37:56.455710Z", + "iopub.status.busy": "2023-12-07T04:37:56.455218Z", + "iopub.status.idle": "2023-12-07T04:37:56.459172Z", + "shell.execute_reply": "2023-12-07T04:37:56.458620Z" } }, "outputs": [ @@ -727,10 +727,10 @@ "id": "00949977", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:40:41.719847Z", - "iopub.status.busy": "2023-12-05T01:40:41.719431Z", - "iopub.status.idle": "2023-12-05T01:40:41.722769Z", - "shell.execute_reply": "2023-12-05T01:40:41.722152Z" + "iopub.execute_input": "2023-12-07T04:37:56.461439Z", + "iopub.status.busy": "2023-12-07T04:37:56.461240Z", + "iopub.status.idle": "2023-12-07T04:37:56.464472Z", + "shell.execute_reply": "2023-12-07T04:37:56.463927Z" } }, "outputs": [], @@ -749,10 +749,10 @@ "id": "b6c1ae3a", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:40:41.724989Z", - "iopub.status.busy": "2023-12-05T01:40:41.724665Z", - "iopub.status.idle": "2023-12-05T01:40:41.733424Z", - "shell.execute_reply": "2023-12-05T01:40:41.732896Z" + "iopub.execute_input": "2023-12-07T04:37:56.466732Z", + "iopub.status.busy": "2023-12-07T04:37:56.466521Z", + "iopub.status.idle": "2023-12-07T04:37:56.475487Z", + "shell.execute_reply": "2023-12-07T04:37:56.474832Z" } }, "outputs": [ @@ -894,10 +894,10 @@ "id": "31c704e7", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:40:41.735698Z", - "iopub.status.busy": "2023-12-05T01:40:41.735502Z", - "iopub.status.idle": "2023-12-05T01:40:41.886395Z", - "shell.execute_reply": "2023-12-05T01:40:41.885772Z" + "iopub.execute_input": "2023-12-07T04:37:56.478127Z", + "iopub.status.busy": "2023-12-07T04:37:56.477928Z", + "iopub.status.idle": "2023-12-07T04:37:56.625494Z", + "shell.execute_reply": "2023-12-07T04:37:56.624919Z" } }, "outputs": [ @@ -936,10 +936,10 @@ "id": "0bcc43db", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:40:41.889014Z", - "iopub.status.busy": "2023-12-05T01:40:41.888654Z", - "iopub.status.idle": "2023-12-05T01:40:42.017527Z", - "shell.execute_reply": "2023-12-05T01:40:42.016871Z" + "iopub.execute_input": "2023-12-07T04:37:56.628105Z", + "iopub.status.busy": "2023-12-07T04:37:56.627692Z", + "iopub.status.idle": "2023-12-07T04:37:56.762571Z", + "shell.execute_reply": "2023-12-07T04:37:56.761992Z" } }, "outputs": [ @@ -995,10 +995,10 @@ "id": "7021bd68", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:40:42.020358Z", - "iopub.status.busy": "2023-12-05T01:40:42.019950Z", - "iopub.status.idle": "2023-12-05T01:40:42.610355Z", - "shell.execute_reply": "2023-12-05T01:40:42.609708Z" + "iopub.execute_input": "2023-12-07T04:37:56.765680Z", + "iopub.status.busy": "2023-12-07T04:37:56.765157Z", + "iopub.status.idle": "2023-12-07T04:37:57.361358Z", + "shell.execute_reply": "2023-12-07T04:37:57.360630Z" } }, "outputs": [], @@ -1014,10 +1014,10 @@ "id": "d49c990b", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:40:42.613244Z", - "iopub.status.busy": "2023-12-05T01:40:42.612766Z", - "iopub.status.idle": "2023-12-05T01:40:42.696906Z", - "shell.execute_reply": "2023-12-05T01:40:42.696294Z" + "iopub.execute_input": "2023-12-07T04:37:57.364487Z", + "iopub.status.busy": "2023-12-07T04:37:57.364227Z", + "iopub.status.idle": "2023-12-07T04:37:57.456692Z", + "shell.execute_reply": "2023-12-07T04:37:57.456125Z" } }, "outputs": [ @@ -1056,10 +1056,10 @@ "id": "95531cda", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:40:42.699670Z", - "iopub.status.busy": "2023-12-05T01:40:42.699153Z", - "iopub.status.idle": "2023-12-05T01:40:42.709001Z", - "shell.execute_reply": "2023-12-05T01:40:42.708522Z" + "iopub.execute_input": "2023-12-07T04:37:57.459904Z", + "iopub.status.busy": "2023-12-07T04:37:57.459448Z", + "iopub.status.idle": "2023-12-07T04:37:57.469626Z", + "shell.execute_reply": "2023-12-07T04:37:57.469140Z" }, "nbsphinx": "hidden" }, diff --git a/master/.doctrees/nbsphinx/tutorials/segmentation.ipynb b/master/.doctrees/nbsphinx/tutorials/segmentation.ipynb index c3b7303ae..56faeb8d6 100644 --- a/master/.doctrees/nbsphinx/tutorials/segmentation.ipynb +++ b/master/.doctrees/nbsphinx/tutorials/segmentation.ipynb @@ -61,10 +61,10 @@ "id": "ae8a08e0", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:40:47.742238Z", - "iopub.status.busy": "2023-12-05T01:40:47.742049Z", - "iopub.status.idle": "2023-12-05T01:40:49.726519Z", - "shell.execute_reply": "2023-12-05T01:40:49.725753Z" + "iopub.execute_input": "2023-12-07T04:38:02.466901Z", + "iopub.status.busy": "2023-12-07T04:38:02.466676Z", + "iopub.status.idle": "2023-12-07T04:38:04.409286Z", + "shell.execute_reply": "2023-12-07T04:38:04.408579Z" } }, "outputs": [], @@ -79,10 +79,10 @@ "id": "58fd4c55", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:40:49.729504Z", - "iopub.status.busy": "2023-12-05T01:40:49.729108Z", - "iopub.status.idle": "2023-12-05T01:41:36.645242Z", - "shell.execute_reply": "2023-12-05T01:41:36.644433Z" + "iopub.execute_input": "2023-12-07T04:38:04.412254Z", + "iopub.status.busy": "2023-12-07T04:38:04.411858Z", + "iopub.status.idle": "2023-12-07T04:39:03.506656Z", + "shell.execute_reply": "2023-12-07T04:39:03.505845Z" } }, "outputs": [], @@ -97,10 +97,10 @@ "id": "439b0305", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:41:36.648260Z", - "iopub.status.busy": "2023-12-05T01:41:36.648050Z", - "iopub.status.idle": "2023-12-05T01:41:37.669881Z", - "shell.execute_reply": "2023-12-05T01:41:37.669270Z" + "iopub.execute_input": "2023-12-07T04:39:03.509929Z", + "iopub.status.busy": "2023-12-07T04:39:03.509673Z", + "iopub.status.idle": "2023-12-07T04:39:04.877225Z", + "shell.execute_reply": "2023-12-07T04:39:04.876504Z" }, "nbsphinx": "hidden" }, @@ -111,7 +111,7 @@ "dependencies = [\"cleanlab\"]\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@4ac43c0a2654179732cafc704e807c3c5c9ec1f1\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@2e3608a2d8561e6936e510f72cfeb3da16fe6824\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", @@ -137,10 +137,10 @@ "id": "a1349304", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:41:37.672937Z", - "iopub.status.busy": "2023-12-05T01:41:37.672456Z", - "iopub.status.idle": "2023-12-05T01:41:37.675865Z", - "shell.execute_reply": "2023-12-05T01:41:37.675343Z" + "iopub.execute_input": "2023-12-07T04:39:04.880812Z", + "iopub.status.busy": "2023-12-07T04:39:04.880143Z", + "iopub.status.idle": "2023-12-07T04:39:04.884884Z", + "shell.execute_reply": "2023-12-07T04:39:04.884217Z" } }, "outputs": [], @@ -203,10 +203,10 @@ "id": "07dc5678", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:41:37.678295Z", - "iopub.status.busy": "2023-12-05T01:41:37.677884Z", - "iopub.status.idle": "2023-12-05T01:41:37.681848Z", - "shell.execute_reply": "2023-12-05T01:41:37.681340Z" + "iopub.execute_input": "2023-12-07T04:39:04.887770Z", + "iopub.status.busy": "2023-12-07T04:39:04.887301Z", + "iopub.status.idle": "2023-12-07T04:39:04.892363Z", + "shell.execute_reply": "2023-12-07T04:39:04.891697Z" } }, "outputs": [ @@ -247,10 +247,10 @@ "id": "25ebe22a", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:41:37.684359Z", - "iopub.status.busy": "2023-12-05T01:41:37.684003Z", - "iopub.status.idle": "2023-12-05T01:41:37.687721Z", - "shell.execute_reply": "2023-12-05T01:41:37.687072Z" + "iopub.execute_input": "2023-12-07T04:39:04.895183Z", + "iopub.status.busy": "2023-12-07T04:39:04.894707Z", + "iopub.status.idle": "2023-12-07T04:39:04.899515Z", + "shell.execute_reply": "2023-12-07T04:39:04.898773Z" } }, "outputs": [ @@ -290,10 +290,10 @@ "id": "3faedea9", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:41:37.690141Z", - "iopub.status.busy": "2023-12-05T01:41:37.689783Z", - "iopub.status.idle": "2023-12-05T01:41:37.692748Z", - "shell.execute_reply": "2023-12-05T01:41:37.692226Z" + "iopub.execute_input": "2023-12-07T04:39:04.902419Z", + "iopub.status.busy": "2023-12-07T04:39:04.901970Z", + "iopub.status.idle": "2023-12-07T04:39:04.905197Z", + "shell.execute_reply": "2023-12-07T04:39:04.904600Z" } }, "outputs": [], @@ -333,10 +333,10 @@ "id": "2c2ad9ad", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:41:37.695121Z", - "iopub.status.busy": "2023-12-05T01:41:37.694762Z", - "iopub.status.idle": "2023-12-05T01:42:29.474781Z", - "shell.execute_reply": "2023-12-05T01:42:29.474077Z" + "iopub.execute_input": "2023-12-07T04:39:04.907890Z", + "iopub.status.busy": "2023-12-07T04:39:04.907443Z", + "iopub.status.idle": "2023-12-07T04:39:55.714952Z", + "shell.execute_reply": "2023-12-07T04:39:55.714231Z" } }, "outputs": [ @@ -350,7 +350,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "d36362e9305f46ce97bafe367ca61e5d", + "model_id": "2b60db837e1c4fdabd4d03acf3f6a1d2", "version_major": 2, "version_minor": 0 }, @@ -364,7 +364,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "e9f117b9df9140739d0ecdfde27a7491", + "model_id": "7e9ce66cb816449999cd35c29e76906a", "version_major": 2, "version_minor": 0 }, @@ -407,10 +407,10 @@ "id": "95dc7268", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:42:29.477862Z", - "iopub.status.busy": "2023-12-05T01:42:29.477442Z", - "iopub.status.idle": "2023-12-05T01:42:30.234165Z", - "shell.execute_reply": "2023-12-05T01:42:30.233519Z" + "iopub.execute_input": "2023-12-07T04:39:55.718239Z", + "iopub.status.busy": "2023-12-07T04:39:55.717987Z", + "iopub.status.idle": "2023-12-07T04:39:56.470782Z", + "shell.execute_reply": "2023-12-07T04:39:56.470122Z" } }, "outputs": [ @@ -453,10 +453,10 @@ "id": "57fed473", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:42:30.236962Z", - "iopub.status.busy": "2023-12-05T01:42:30.236402Z", - "iopub.status.idle": "2023-12-05T01:42:32.355398Z", - "shell.execute_reply": "2023-12-05T01:42:32.354720Z" + "iopub.execute_input": "2023-12-07T04:39:56.473671Z", + "iopub.status.busy": "2023-12-07T04:39:56.473159Z", + "iopub.status.idle": "2023-12-07T04:39:58.600333Z", + "shell.execute_reply": "2023-12-07T04:39:58.599624Z" } }, "outputs": [ @@ -526,10 +526,10 @@ "id": "e4a006bd", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:42:32.358024Z", - "iopub.status.busy": "2023-12-05T01:42:32.357634Z", - "iopub.status.idle": "2023-12-05T01:43:01.101046Z", - "shell.execute_reply": "2023-12-05T01:43:01.100386Z" + "iopub.execute_input": "2023-12-07T04:39:58.602931Z", + "iopub.status.busy": "2023-12-07T04:39:58.602537Z", + "iopub.status.idle": "2023-12-07T04:40:27.771487Z", + "shell.execute_reply": "2023-12-07T04:40:27.770877Z" } }, "outputs": [ @@ -546,7 +546,7 @@ "output_type": "stream", "text": [ "\r", - " 0%| | 17518/4997436 [00:00<00:28, 175164.30it/s]" + " 0%| | 17083/4997436 [00:00<00:29, 170815.50it/s]" ] }, { @@ -554,7 +554,7 @@ "output_type": "stream", "text": [ "\r", - " 1%| | 35165/4997436 [00:00<00:28, 175925.77it/s]" + " 1%| | 34403/4997436 [00:00<00:28, 172213.61it/s]" ] }, { @@ -562,7 +562,7 @@ "output_type": "stream", "text": [ "\r", - " 1%| | 52759/4997436 [00:00<00:28, 175925.83it/s]" + " 1%| | 51836/4997436 [00:00<00:28, 173176.46it/s]" ] }, { @@ -570,7 +570,7 @@ "output_type": "stream", "text": [ "\r", - " 1%|▏ | 70670/4997436 [00:00<00:27, 177178.91it/s]" + " 1%|▏ | 69199/4997436 [00:00<00:28, 173351.49it/s]" ] }, { @@ -578,7 +578,7 @@ "output_type": "stream", "text": [ "\r", - " 2%|▏ | 88388/4997436 [00:00<00:27, 177024.13it/s]" + " 2%|▏ | 86676/4997436 [00:00<00:28, 173861.56it/s]" ] }, { @@ -586,7 +586,7 @@ "output_type": "stream", "text": [ "\r", - " 2%|▏ | 106091/4997436 [00:00<00:27, 176978.87it/s]" + " 2%|▏ | 104140/4997436 [00:00<00:28, 174124.02it/s]" ] }, { @@ -594,7 +594,7 @@ "output_type": "stream", "text": [ "\r", - " 2%|▏ | 123914/4997436 [00:00<00:27, 177384.11it/s]" + " 2%|▏ | 121596/4997436 [00:00<00:27, 174265.52it/s]" ] }, { @@ -602,7 +602,7 @@ "output_type": "stream", "text": [ "\r", - " 3%|▎ | 141703/4997436 [00:00<00:27, 177540.57it/s]" + " 3%|▎ | 139023/4997436 [00:00<00:27, 173928.39it/s]" ] }, { @@ -610,7 +610,7 @@ "output_type": "stream", "text": [ "\r", - " 3%|▎ | 159458/4997436 [00:00<00:27, 177257.10it/s]" + " 3%|▎ | 156467/4997436 [00:00<00:27, 174085.31it/s]" ] }, { @@ -618,7 +618,7 @@ "output_type": "stream", "text": [ "\r", - " 4%|▎ | 177268/4997436 [00:01<00:27, 177514.68it/s]" + " 3%|▎ | 173976/4997436 [00:01<00:27, 174390.24it/s]" ] }, { @@ -626,7 +626,7 @@ "output_type": "stream", "text": [ "\r", - " 4%|▍ | 195020/4997436 [00:01<00:27, 177430.21it/s]" + " 4%|▍ | 191462/4997436 [00:01<00:27, 174530.27it/s]" ] }, { @@ -634,7 +634,7 @@ "output_type": "stream", "text": [ "\r", - " 4%|▍ | 212868/4997436 [00:01<00:26, 177745.44it/s]" + " 4%|▍ | 209151/4997436 [00:01<00:27, 175245.16it/s]" ] }, { @@ -642,7 +642,7 @@ "output_type": "stream", "text": [ "\r", - " 5%|▍ | 230824/4997436 [00:01<00:26, 178293.00it/s]" + " 5%|▍ | 226762/4997436 [00:01<00:27, 175503.06it/s]" ] }, { @@ -650,7 +650,7 @@ "output_type": "stream", "text": [ "\r", - " 5%|▍ | 248751/4997436 [00:01<00:26, 178582.99it/s]" + " 5%|▍ | 244313/4997436 [00:01<00:27, 175415.91it/s]" ] }, { @@ -658,7 +658,7 @@ "output_type": "stream", "text": [ "\r", - " 5%|▌ | 266610/4997436 [00:01<00:26, 177777.73it/s]" + " 5%|▌ | 261855/4997436 [00:01<00:27, 174993.48it/s]" ] }, { @@ -666,7 +666,7 @@ "output_type": "stream", "text": [ "\r", - " 6%|▌ | 284480/4997436 [00:01<00:26, 178050.74it/s]" + " 6%|▌ | 279380/4997436 [00:01<00:26, 175068.33it/s]" ] }, { @@ -674,7 +674,7 @@ "output_type": "stream", "text": [ "\r", - " 6%|▌ | 302352/4997436 [00:01<00:26, 178247.60it/s]" + " 6%|▌ | 296908/4997436 [00:01<00:26, 175129.80it/s]" ] }, { @@ -682,7 +682,7 @@ "output_type": "stream", "text": [ "\r", - " 6%|▋ | 320295/4997436 [00:01<00:26, 178599.92it/s]" + " 6%|▋ | 314520/4997436 [00:01<00:26, 175423.45it/s]" ] }, { @@ -690,7 +690,7 @@ "output_type": "stream", "text": [ "\r", - " 7%|▋ | 338182/4997436 [00:01<00:26, 178677.16it/s]" + " 7%|▋ | 332157/4997436 [00:01<00:26, 175706.32it/s]" ] }, { @@ -698,7 +698,7 @@ "output_type": "stream", "text": [ "\r", - " 7%|▋ | 356051/4997436 [00:02<00:25, 178626.00it/s]" + " 7%|▋ | 349776/4997436 [00:02<00:26, 175847.49it/s]" ] }, { @@ -706,7 +706,7 @@ "output_type": "stream", "text": [ "\r", - " 7%|▋ | 373914/4997436 [00:02<00:25, 178380.94it/s]" + " 7%|▋ | 367382/4997436 [00:02<00:26, 175907.91it/s]" ] }, { @@ -714,7 +714,7 @@ "output_type": "stream", "text": [ "\r", - " 8%|▊ | 391784/4997436 [00:02<00:25, 178471.88it/s]" + " 8%|▊ | 384994/4997436 [00:02<00:26, 175970.21it/s]" ] }, { @@ -722,7 +722,7 @@ "output_type": "stream", "text": [ "\r", - " 8%|▊ | 409636/4997436 [00:02<00:25, 178484.32it/s]" + " 8%|▊ | 402593/4997436 [00:02<00:26, 175973.93it/s]" ] }, { @@ -730,7 +730,7 @@ "output_type": "stream", "text": [ "\r", - " 9%|▊ | 427636/4997436 [00:02<00:25, 178935.48it/s]" + " 8%|▊ | 420191/4997436 [00:02<00:26, 175891.63it/s]" ] }, { @@ -738,7 +738,7 @@ "output_type": "stream", "text": [ "\r", - " 9%|▉ | 445530/4997436 [00:02<00:25, 178721.58it/s]" + " 9%|▉ | 437836/4997436 [00:02<00:25, 176056.50it/s]" ] }, { @@ -746,7 +746,7 @@ "output_type": "stream", "text": [ "\r", - " 9%|▉ | 463416/4997436 [00:02<00:25, 178759.41it/s]" + " 9%|▉ | 455505/4997436 [00:02<00:25, 176243.53it/s]" ] }, { @@ -754,7 +754,7 @@ "output_type": "stream", "text": [ "\r", - " 10%|▉ | 481302/4997436 [00:02<00:25, 178786.55it/s]" + " 9%|▉ | 473130/4997436 [00:02<00:25, 176197.77it/s]" ] }, { @@ -762,7 +762,7 @@ "output_type": "stream", "text": [ "\r", - " 10%|▉ | 499235/4997436 [00:02<00:25, 178944.93it/s]" + " 10%|▉ | 490756/4997436 [00:02<00:25, 176215.47it/s]" ] }, { @@ -770,7 +770,7 @@ "output_type": "stream", "text": [ "\r", - " 10%|█ | 517211/4997436 [00:02<00:25, 179186.07it/s]" + " 10%|█ | 508378/4997436 [00:02<00:25, 175733.44it/s]" ] }, { @@ -778,7 +778,7 @@ "output_type": "stream", "text": [ "\r", - " 11%|█ | 535130/4997436 [00:03<00:24, 179178.84it/s]" + " 11%|█ | 525952/4997436 [00:03<00:25, 175292.78it/s]" ] }, { @@ -786,7 +786,7 @@ "output_type": "stream", "text": [ "\r", - " 11%|█ | 553048/4997436 [00:03<00:24, 178567.10it/s]" + " 11%|█ | 543603/4997436 [00:03<00:25, 175653.57it/s]" ] }, { @@ -794,7 +794,7 @@ "output_type": "stream", "text": [ "\r", - " 11%|█▏ | 570906/4997436 [00:03<00:24, 178032.86it/s]" + " 11%|█ | 561169/4997436 [00:03<00:25, 175569.72it/s]" ] }, { @@ -802,7 +802,7 @@ "output_type": "stream", "text": [ "\r", - " 12%|█▏ | 588710/4997436 [00:03<00:24, 177581.09it/s]" + " 12%|█▏ | 578820/4997436 [00:03<00:25, 175850.30it/s]" ] }, { @@ -810,7 +810,7 @@ "output_type": "stream", "text": [ "\r", - " 12%|█▏ | 606469/4997436 [00:03<00:24, 176979.70it/s]" + " 12%|█▏ | 596422/4997436 [00:03<00:25, 175898.68it/s]" ] }, { @@ -818,7 +818,7 @@ "output_type": "stream", "text": [ "\r", - " 12%|█▏ | 624168/4997436 [00:03<00:25, 171769.39it/s]" + " 12%|█▏ | 614013/4997436 [00:03<00:24, 175821.84it/s]" ] }, { @@ -826,7 +826,7 @@ "output_type": "stream", "text": [ "\r", - " 13%|█▎ | 641377/4997436 [00:03<00:25, 171426.74it/s]" + " 13%|█▎ | 631712/4997436 [00:03<00:24, 176168.59it/s]" ] }, { @@ -834,7 +834,7 @@ "output_type": "stream", "text": [ "\r", - " 13%|█▎ | 658966/4997436 [00:03<00:25, 172735.65it/s]" + " 13%|█▎ | 649329/4997436 [00:03<00:24, 176135.20it/s]" ] }, { @@ -842,7 +842,7 @@ "output_type": "stream", "text": [ "\r", - " 14%|█▎ | 676419/4997436 [00:03<00:24, 173264.91it/s]" + " 13%|█▎ | 666943/4997436 [00:03<00:24, 175914.50it/s]" ] }, { @@ -850,7 +850,7 @@ "output_type": "stream", "text": [ "\r", - " 14%|█▍ | 693931/4997436 [00:03<00:24, 173813.00it/s]" + " 14%|█▎ | 684535/4997436 [00:03<00:24, 175690.43it/s]" ] }, { @@ -858,7 +858,7 @@ "output_type": "stream", "text": [ "\r", - " 14%|█▍ | 711333/4997436 [00:04<00:24, 173871.15it/s]" + " 14%|█▍ | 702105/4997436 [00:04<00:24, 175561.48it/s]" ] }, { @@ -866,7 +866,7 @@ "output_type": "stream", "text": [ "\r", - " 15%|█▍ | 728928/4997436 [00:04<00:24, 174489.94it/s]" + " 14%|█▍ | 719662/4997436 [00:04<00:24, 175377.27it/s]" ] }, { @@ -874,7 +874,7 @@ "output_type": "stream", "text": [ "\r", - " 15%|█▍ | 746393/4997436 [00:04<00:24, 174534.74it/s]" + " 15%|█▍ | 737217/4997436 [00:04<00:24, 175426.03it/s]" ] }, { @@ -882,7 +882,7 @@ "output_type": "stream", "text": [ "\r", - " 15%|█▌ | 763886/4997436 [00:04<00:24, 174650.10it/s]" + " 15%|█▌ | 754760/4997436 [00:04<00:24, 175271.91it/s]" ] }, { @@ -890,7 +890,7 @@ "output_type": "stream", "text": [ "\r", - " 16%|█▌ | 781504/4997436 [00:04<00:24, 175104.37it/s]" + " 15%|█▌ | 772385/4997436 [00:04<00:24, 175561.78it/s]" ] }, { @@ -898,7 +898,7 @@ "output_type": "stream", "text": [ "\r", - " 16%|█▌ | 799055/4997436 [00:04<00:23, 175223.84it/s]" + " 16%|█▌ | 790019/4997436 [00:04<00:23, 175791.39it/s]" ] }, { @@ -906,7 +906,7 @@ "output_type": "stream", "text": [ "\r", - " 16%|█▋ | 816602/4997436 [00:04<00:23, 175295.92it/s]" + " 16%|█▌ | 807714/4997436 [00:04<00:23, 176136.98it/s]" ] }, { @@ -914,7 +914,7 @@ "output_type": "stream", "text": [ "\r", - " 17%|█▋ | 834135/4997436 [00:04<00:23, 175303.81it/s]" + " 17%|█▋ | 825401/4997436 [00:04<00:23, 176355.67it/s]" ] }, { @@ -922,7 +922,7 @@ "output_type": "stream", "text": [ "\r", - " 17%|█▋ | 851736/4997436 [00:04<00:23, 175513.37it/s]" + " 17%|█▋ | 843037/4997436 [00:04<00:23, 176067.12it/s]" ] }, { @@ -930,7 +930,7 @@ "output_type": "stream", "text": [ "\r", - " 17%|█▋ | 869288/4997436 [00:04<00:23, 175480.27it/s]" + " 17%|█▋ | 860768/4997436 [00:04<00:23, 176436.85it/s]" ] }, { @@ -938,7 +938,7 @@ "output_type": "stream", "text": [ "\r", - " 18%|█▊ | 886840/4997436 [00:05<00:23, 175488.22it/s]" + " 18%|█▊ | 878412/4997436 [00:05<00:23, 176340.57it/s]" ] }, { @@ -946,7 +946,7 @@ "output_type": "stream", "text": [ "\r", - " 18%|█▊ | 904390/4997436 [00:05<00:23, 175286.87it/s]" + " 18%|█▊ | 896047/4997436 [00:05<00:23, 176214.90it/s]" ] }, { @@ -954,7 +954,7 @@ "output_type": "stream", "text": [ "\r", - " 18%|█▊ | 921981/4997436 [00:05<00:23, 175470.04it/s]" + " 18%|█▊ | 913730/4997436 [00:05<00:23, 176395.59it/s]" ] }, { @@ -962,7 +962,7 @@ "output_type": "stream", "text": [ "\r", - " 19%|█▉ | 939547/4997436 [00:05<00:23, 175524.28it/s]" + " 19%|█▊ | 931405/4997436 [00:05<00:23, 176499.35it/s]" ] }, { @@ -970,7 +970,7 @@ "output_type": "stream", "text": [ "\r", - " 19%|█▉ | 957100/4997436 [00:05<00:23, 175230.40it/s]" + " 19%|█▉ | 949063/4997436 [00:05<00:22, 176522.19it/s]" ] }, { @@ -978,7 +978,7 @@ "output_type": "stream", "text": [ "\r", - " 20%|█▉ | 974624/4997436 [00:05<00:22, 175165.40it/s]" + " 19%|█▉ | 966769/4997436 [00:05<00:22, 176682.12it/s]" ] }, { @@ -986,7 +986,7 @@ "output_type": "stream", "text": [ "\r", - " 20%|█▉ | 992246/4997436 [00:05<00:22, 175479.40it/s]" + " 20%|█▉ | 984438/4997436 [00:05<00:22, 176514.53it/s]" ] }, { @@ -994,7 +994,7 @@ "output_type": "stream", "text": [ "\r", - " 20%|██ | 1009804/4997436 [00:05<00:22, 175507.72it/s]" + " 20%|██ | 1002090/4997436 [00:05<00:22, 176280.40it/s]" ] }, { @@ -1002,7 +1002,7 @@ "output_type": "stream", "text": [ "\r", - " 21%|██ | 1027374/4997436 [00:05<00:22, 175563.53it/s]" + " 20%|██ | 1019719/4997436 [00:05<00:22, 175545.19it/s]" ] }, { @@ -1010,7 +1010,7 @@ "output_type": "stream", "text": [ "\r", - " 21%|██ | 1044931/4997436 [00:05<00:22, 175445.11it/s]" + " 21%|██ | 1037275/4997436 [00:05<00:22, 175209.67it/s]" ] }, { @@ -1018,7 +1018,7 @@ "output_type": "stream", "text": [ "\r", - " 21%|██▏ | 1062476/4997436 [00:06<00:22, 175245.24it/s]" + " 21%|██ | 1054797/4997436 [00:06<00:22, 172523.75it/s]" ] }, { @@ -1026,7 +1026,7 @@ "output_type": "stream", "text": [ "\r", - " 22%|██▏ | 1080001/4997436 [00:06<00:22, 174894.93it/s]" + " 21%|██▏ | 1072173/4997436 [00:06<00:22, 172886.42it/s]" ] }, { @@ -1034,7 +1034,7 @@ "output_type": "stream", "text": [ "\r", - " 22%|██▏ | 1097600/4997436 [00:06<00:22, 175220.60it/s]" + " 22%|██▏ | 1089669/4997436 [00:06<00:22, 173500.46it/s]" ] }, { @@ -1042,7 +1042,7 @@ "output_type": "stream", "text": [ "\r", - " 22%|██▏ | 1115123/4997436 [00:06<00:22, 175076.45it/s]" + " 22%|██▏ | 1107025/4997436 [00:06<00:22, 173429.29it/s]" ] }, { @@ -1050,7 +1050,7 @@ "output_type": "stream", "text": [ "\r", - " 23%|██▎ | 1132688/4997436 [00:06<00:22, 175245.76it/s]" + " 22%|██▏ | 1124372/4997436 [00:06<00:22, 172901.85it/s]" ] }, { @@ -1058,7 +1058,7 @@ "output_type": "stream", "text": [ "\r", - " 23%|██▎ | 1150213/4997436 [00:06<00:21, 175195.64it/s]" + " 23%|██▎ | 1141665/4997436 [00:06<00:22, 172753.05it/s]" ] }, { @@ -1066,7 +1066,7 @@ "output_type": "stream", "text": [ "\r", - " 23%|██▎ | 1167733/4997436 [00:06<00:21, 174808.81it/s]" + " 23%|██▎ | 1158964/4997436 [00:06<00:22, 172820.04it/s]" ] }, { @@ -1074,7 +1074,7 @@ "output_type": "stream", "text": [ "\r", - " 24%|██▎ | 1185215/4997436 [00:06<00:21, 174774.79it/s]" + " 24%|██▎ | 1176248/4997436 [00:06<00:22, 172822.36it/s]" ] }, { @@ -1082,7 +1082,7 @@ "output_type": "stream", "text": [ "\r", - " 24%|██▍ | 1202693/4997436 [00:06<00:21, 174694.70it/s]" + " 24%|██▍ | 1193532/4997436 [00:06<00:22, 172593.43it/s]" ] }, { @@ -1090,7 +1090,7 @@ "output_type": "stream", "text": [ "\r", - " 24%|██▍ | 1220187/4997436 [00:06<00:21, 174765.98it/s]" + " 24%|██▍ | 1210792/4997436 [00:06<00:21, 172311.73it/s]" ] }, { @@ -1098,7 +1098,7 @@ "output_type": "stream", "text": [ "\r", - " 25%|██▍ | 1237664/4997436 [00:07<00:21, 173756.46it/s]" + " 25%|██▍ | 1228024/4997436 [00:07<00:21, 171762.06it/s]" ] }, { @@ -1106,7 +1106,7 @@ "output_type": "stream", "text": [ "\r", - " 25%|██▌ | 1255153/4997436 [00:07<00:21, 174090.35it/s]" + " 25%|██▍ | 1245350/4997436 [00:07<00:21, 172207.10it/s]" ] }, { @@ -1114,7 +1114,7 @@ "output_type": "stream", "text": [ "\r", - " 25%|██▌ | 1272564/4997436 [00:07<00:21, 174046.89it/s]" + " 25%|██▌ | 1262572/4997436 [00:07<00:21, 172102.03it/s]" ] }, { @@ -1122,7 +1122,7 @@ "output_type": "stream", "text": [ "\r", - " 26%|██▌ | 1290079/4997436 [00:07<00:21, 174374.53it/s]" + " 26%|██▌ | 1279783/4997436 [00:07<00:21, 172052.05it/s]" ] }, { @@ -1130,7 +1130,7 @@ "output_type": "stream", "text": [ "\r", - " 26%|██▌ | 1307622/4997436 [00:07<00:21, 174686.91it/s]" + " 26%|██▌ | 1297059/4997436 [00:07<00:21, 172262.95it/s]" ] }, { @@ -1138,7 +1138,7 @@ "output_type": "stream", "text": [ "\r", - " 27%|██▋ | 1325092/4997436 [00:07<00:21, 174665.43it/s]" + " 26%|██▋ | 1314408/4997436 [00:07<00:21, 172628.01it/s]" ] }, { @@ -1146,7 +1146,7 @@ "output_type": "stream", "text": [ "\r", - " 27%|██▋ | 1342559/4997436 [00:07<00:20, 174229.50it/s]" + " 27%|██▋ | 1331753/4997436 [00:07<00:21, 172872.80it/s]" ] }, { @@ -1154,7 +1154,7 @@ "output_type": "stream", "text": [ "\r", - " 27%|██▋ | 1359983/4997436 [00:07<00:20, 174123.49it/s]" + " 27%|██▋ | 1349085/4997436 [00:07<00:21, 173003.82it/s]" ] }, { @@ -1162,7 +1162,7 @@ "output_type": "stream", "text": [ "\r", - " 28%|██▊ | 1377396/4997436 [00:07<00:20, 173825.38it/s]" + " 27%|██▋ | 1366504/4997436 [00:07<00:20, 173356.45it/s]" ] }, { @@ -1170,7 +1170,7 @@ "output_type": "stream", "text": [ "\r", - " 28%|██▊ | 1394856/4997436 [00:07<00:20, 174054.21it/s]" + " 28%|██▊ | 1383870/4997436 [00:07<00:20, 173446.17it/s]" ] }, { @@ -1178,7 +1178,7 @@ "output_type": "stream", "text": [ "\r", - " 28%|██▊ | 1412269/4997436 [00:08<00:20, 174072.73it/s]" + " 28%|██▊ | 1401215/4997436 [00:08<00:21, 169057.81it/s]" ] }, { @@ -1186,7 +1186,7 @@ "output_type": "stream", "text": [ "\r", - " 29%|██▊ | 1429752/4997436 [00:08<00:20, 174296.29it/s]" + " 28%|██▊ | 1418730/4997436 [00:08<00:20, 170850.63it/s]" ] }, { @@ -1194,7 +1194,7 @@ "output_type": "stream", "text": [ "\r", - " 29%|██▉ | 1447182/4997436 [00:08<00:20, 174205.33it/s]" + " 29%|██▊ | 1436195/4997436 [00:08<00:20, 171972.25it/s]" ] }, { @@ -1202,7 +1202,7 @@ "output_type": "stream", "text": [ "\r", - " 29%|██▉ | 1464620/4997436 [00:08<00:20, 174255.74it/s]" + " 29%|██▉ | 1453604/4997436 [00:08<00:20, 172599.01it/s]" ] }, { @@ -1210,7 +1210,7 @@ "output_type": "stream", "text": [ "\r", - " 30%|██▉ | 1482121/4997436 [00:08<00:20, 174478.53it/s]" + " 29%|██▉ | 1470991/4997436 [00:08<00:20, 172976.85it/s]" ] }, { @@ -1218,7 +1218,7 @@ "output_type": "stream", "text": [ "\r", - " 30%|███ | 1499569/4997436 [00:08<00:20, 174391.13it/s]" + " 30%|██▉ | 1488424/4997436 [00:08<00:20, 173379.70it/s]" ] }, { @@ -1226,7 +1226,7 @@ "output_type": "stream", "text": [ "\r", - " 30%|███ | 1517009/4997436 [00:08<00:20, 167304.83it/s]" + " 30%|███ | 1505865/4997436 [00:08<00:20, 173685.28it/s]" ] }, { @@ -1234,7 +1234,7 @@ "output_type": "stream", "text": [ "\r", - " 31%|███ | 1534320/4997436 [00:08<00:20, 168992.34it/s]" + " 30%|███ | 1523339/4997436 [00:08<00:19, 173999.19it/s]" ] }, { @@ -1242,7 +1242,7 @@ "output_type": "stream", "text": [ "\r", - " 31%|███ | 1551618/4997436 [00:08<00:20, 170159.74it/s]" + " 31%|███ | 1540744/4997436 [00:08<00:19, 174011.60it/s]" ] }, { @@ -1250,7 +1250,7 @@ "output_type": "stream", "text": [ "\r", - " 31%|███▏ | 1569013/4997436 [00:08<00:20, 171275.32it/s]" + " 31%|███ | 1558212/4997436 [00:08<00:19, 174210.58it/s]" ] }, { @@ -1258,7 +1258,7 @@ "output_type": "stream", "text": [ "\r", - " 32%|███▏ | 1586394/4997436 [00:09<00:19, 172025.15it/s]" + " 32%|███▏ | 1575635/4997436 [00:09<00:20, 169784.17it/s]" ] }, { @@ -1266,7 +1266,7 @@ "output_type": "stream", "text": [ "\r", - " 32%|███▏ | 1603617/4997436 [00:09<00:19, 171672.11it/s]" + " 32%|███▏ | 1592639/4997436 [00:09<00:20, 168215.56it/s]" ] }, { @@ -1274,7 +1274,7 @@ "output_type": "stream", "text": [ "\r", - " 32%|███▏ | 1620865/4997436 [00:09<00:19, 171908.49it/s]" + " 32%|███▏ | 1609962/4997436 [00:09<00:19, 169688.33it/s]" ] }, { @@ -1282,7 +1282,7 @@ "output_type": "stream", "text": [ "\r", - " 33%|███▎ | 1638195/4997436 [00:09<00:19, 172320.33it/s]" + " 33%|███▎ | 1627319/4997436 [00:09<00:19, 170833.66it/s]" ] }, { @@ -1290,7 +1290,7 @@ "output_type": "stream", "text": [ "\r", - " 33%|███▎ | 1655435/4997436 [00:09<00:19, 172279.23it/s]" + " 33%|███▎ | 1644506/4997436 [00:09<00:19, 171138.78it/s]" ] }, { @@ -1298,7 +1298,7 @@ "output_type": "stream", "text": [ "\r", - " 33%|███▎ | 1672805/4997436 [00:09<00:19, 172699.72it/s]" + " 33%|███▎ | 1661648/4997436 [00:09<00:19, 171220.18it/s]" ] }, { @@ -1306,7 +1306,7 @@ "output_type": "stream", "text": [ "\r", - " 34%|███▍ | 1690234/4997436 [00:09<00:19, 173173.87it/s]" + " 34%|███▎ | 1678865/4997436 [00:09<00:19, 171500.87it/s]" ] }, { @@ -1314,7 +1314,7 @@ "output_type": "stream", "text": [ "\r", - " 34%|███▍ | 1707554/4997436 [00:09<00:19, 166896.56it/s]" + " 34%|███▍ | 1696106/4997436 [00:09<00:19, 171770.03it/s]" ] }, { @@ -1322,7 +1322,7 @@ "output_type": "stream", "text": [ "\r", - " 35%|███▍ | 1725030/4997436 [00:09<00:19, 169190.93it/s]" + " 34%|███▍ | 1713451/4997436 [00:09<00:19, 172269.79it/s]" ] }, { @@ -1330,7 +1330,7 @@ "output_type": "stream", "text": [ "\r", - " 35%|███▍ | 1742525/4997436 [00:09<00:19, 170883.88it/s]" + " 35%|███▍ | 1730681/4997436 [00:09<00:18, 172269.05it/s]" ] }, { @@ -1338,7 +1338,7 @@ "output_type": "stream", "text": [ "\r", - " 35%|███▌ | 1759827/4997436 [00:10<00:18, 171514.11it/s]" + " 35%|███▍ | 1747913/4997436 [00:10<00:18, 172281.66it/s]" ] }, { @@ -1346,7 +1346,7 @@ "output_type": "stream", "text": [ "\r", - " 36%|███▌ | 1777079/4997436 [00:10<00:18, 171810.08it/s]" + " 35%|███▌ | 1765165/4997436 [00:10<00:18, 172349.57it/s]" ] }, { @@ -1354,7 +1354,7 @@ "output_type": "stream", "text": [ "\r", - " 36%|███▌ | 1794332/4997436 [00:10<00:18, 172021.63it/s]" + " 36%|███▌ | 1782453/4997436 [00:10<00:18, 172507.05it/s]" ] }, { @@ -1362,7 +1362,7 @@ "output_type": "stream", "text": [ "\r", - " 36%|███▋ | 1811594/4997436 [00:10<00:18, 172198.16it/s]" + " 36%|███▌ | 1799799/4997436 [00:10<00:18, 172789.77it/s]" ] }, { @@ -1370,7 +1370,7 @@ "output_type": "stream", "text": [ "\r", - " 37%|███▋ | 1829025/4997436 [00:10<00:18, 172828.48it/s]" + " 36%|███▋ | 1817211/4997436 [00:10<00:18, 173186.28it/s]" ] }, { @@ -1378,7 +1378,7 @@ "output_type": "stream", "text": [ "\r", - " 37%|███▋ | 1846466/4997436 [00:10<00:18, 173298.32it/s]" + " 37%|███▋ | 1834543/4997436 [00:10<00:18, 173225.20it/s]" ] }, { @@ -1386,7 +1386,7 @@ "output_type": "stream", "text": [ "\r", - " 37%|███▋ | 1863809/4997436 [00:10<00:18, 173335.46it/s]" + " 37%|███▋ | 1851866/4997436 [00:10<00:18, 173190.15it/s]" ] }, { @@ -1394,7 +1394,7 @@ "output_type": "stream", "text": [ "\r", - " 38%|███▊ | 1881195/4997436 [00:10<00:17, 173489.35it/s]" + " 37%|███▋ | 1869186/4997436 [00:10<00:18, 173136.95it/s]" ] }, { @@ -1402,7 +1402,7 @@ "output_type": "stream", "text": [ "\r", - " 38%|███▊ | 1898547/4997436 [00:10<00:17, 173473.29it/s]" + " 38%|███▊ | 1886500/4997436 [00:10<00:17, 173020.77it/s]" ] }, { @@ -1410,7 +1410,7 @@ "output_type": "stream", "text": [ "\r", - " 38%|███▊ | 1916025/4997436 [00:10<00:17, 173863.23it/s]" + " 38%|███▊ | 1903885/4997436 [00:10<00:17, 173266.92it/s]" ] }, { @@ -1418,7 +1418,7 @@ "output_type": "stream", "text": [ "\r", - " 39%|███▊ | 1933529/4997436 [00:11<00:17, 174213.78it/s]" + " 38%|███▊ | 1921212/4997436 [00:11<00:17, 173018.79it/s]" ] }, { @@ -1426,7 +1426,7 @@ "output_type": "stream", "text": [ "\r", - " 39%|███▉ | 1950987/4997436 [00:11<00:17, 174319.54it/s]" + " 39%|███▉ | 1938515/4997436 [00:11<00:18, 169009.67it/s]" ] }, { @@ -1434,7 +1434,7 @@ "output_type": "stream", "text": [ "\r", - " 39%|███▉ | 1968420/4997436 [00:11<00:17, 174266.40it/s]" + " 39%|███▉ | 1955760/4997436 [00:11<00:17, 170020.25it/s]" ] }, { @@ -1442,7 +1442,7 @@ "output_type": "stream", "text": [ "\r", - " 40%|███▉ | 1985852/4997436 [00:11<00:17, 174278.79it/s]" + " 39%|███▉ | 1973053/4997436 [00:11<00:17, 170880.76it/s]" ] }, { @@ -1450,7 +1450,7 @@ "output_type": "stream", "text": [ "\r", - " 40%|████ | 2003281/4997436 [00:11<00:17, 174207.83it/s]" + " 40%|███▉ | 1990309/4997436 [00:11<00:17, 171376.86it/s]" ] }, { @@ -1458,7 +1458,7 @@ "output_type": "stream", "text": [ "\r", - " 40%|████ | 2020702/4997436 [00:11<00:17, 174053.74it/s]" + " 40%|████ | 2007585/4997436 [00:11<00:17, 171787.64it/s]" ] }, { @@ -1466,7 +1466,7 @@ "output_type": "stream", "text": [ "\r", - " 41%|████ | 2038108/4997436 [00:11<00:17, 173540.80it/s]" + " 41%|████ | 2024907/4997436 [00:11<00:17, 172212.63it/s]" ] }, { @@ -1474,7 +1474,7 @@ "output_type": "stream", "text": [ "\r", - " 41%|████ | 2055464/4997436 [00:11<00:16, 173542.88it/s]" + " 41%|████ | 2042141/4997436 [00:11<00:17, 172249.18it/s]" ] }, { @@ -1482,7 +1482,7 @@ "output_type": "stream", "text": [ "\r", - " 41%|████▏ | 2072948/4997436 [00:11<00:16, 173928.08it/s]" + " 41%|████ | 2059384/4997436 [00:11<00:17, 172300.29it/s]" ] }, { @@ -1490,7 +1490,7 @@ "output_type": "stream", "text": [ "\r", - " 42%|████▏ | 2090383/4997436 [00:11<00:16, 174052.42it/s]" + " 42%|████▏ | 2076619/4997436 [00:11<00:16, 172311.54it/s]" ] }, { @@ -1498,7 +1498,7 @@ "output_type": "stream", "text": [ "\r", - " 42%|████▏ | 2107829/4997436 [00:12<00:16, 174171.26it/s]" + " 42%|████▏ | 2093852/4997436 [00:12<00:16, 172299.88it/s]" ] }, { @@ -1506,7 +1506,7 @@ "output_type": "stream", "text": [ "\r", - " 43%|████▎ | 2125252/4997436 [00:12<00:16, 174187.05it/s]" + " 42%|████▏ | 2111120/4997436 [00:12<00:16, 172409.32it/s]" ] }, { @@ -1514,7 +1514,7 @@ "output_type": "stream", "text": [ "\r", - " 43%|████▎ | 2143106/4997436 [00:12<00:16, 175489.71it/s]" + " 43%|████▎ | 2128362/4997436 [00:12<00:16, 172390.63it/s]" ] }, { @@ -1522,7 +1522,7 @@ "output_type": "stream", "text": [ "\r", - " 43%|████▎ | 2160975/4997436 [00:12<00:16, 176446.73it/s]" + " 43%|████▎ | 2145602/4997436 [00:12<00:16, 172241.17it/s]" ] }, { @@ -1530,7 +1530,7 @@ "output_type": "stream", "text": [ "\r", - " 44%|████▎ | 2178804/4997436 [00:12<00:15, 176996.58it/s]" + " 43%|████▎ | 2162827/4997436 [00:12<00:16, 172014.63it/s]" ] }, { @@ -1538,7 +1538,7 @@ "output_type": "stream", "text": [ "\r", - " 44%|████▍ | 2196767/4997436 [00:12<00:15, 177784.22it/s]" + " 44%|████▎ | 2180029/4997436 [00:12<00:16, 171751.00it/s]" ] }, { @@ -1546,7 +1546,7 @@ "output_type": "stream", "text": [ "\r", - " 44%|████▍ | 2214546/4997436 [00:12<00:15, 177629.50it/s]" + " 44%|████▍ | 2197205/4997436 [00:12<00:16, 171496.96it/s]" ] }, { @@ -1554,7 +1554,7 @@ "output_type": "stream", "text": [ "\r", - " 45%|████▍ | 2232310/4997436 [00:12<00:15, 176996.49it/s]" + " 44%|████▍ | 2214356/4997436 [00:12<00:16, 171498.83it/s]" ] }, { @@ -1562,7 +1562,7 @@ "output_type": "stream", "text": [ "\r", - " 45%|████▌ | 2250011/4997436 [00:12<00:15, 176537.31it/s]" + " 45%|████▍ | 2231507/4997436 [00:12<00:16, 171254.76it/s]" ] }, { @@ -1570,7 +1570,7 @@ "output_type": "stream", "text": [ "\r", - " 45%|████▌ | 2267666/4997436 [00:12<00:15, 175779.24it/s]" + " 45%|████▍ | 2248633/4997436 [00:12<00:16, 171195.05it/s]" ] }, { @@ -1578,7 +1578,7 @@ "output_type": "stream", "text": [ "\r", - " 46%|████▌ | 2285245/4997436 [00:13<00:15, 175625.26it/s]" + " 45%|████▌ | 2265753/4997436 [00:13<00:15, 171110.58it/s]" ] }, { @@ -1586,7 +1586,7 @@ "output_type": "stream", "text": [ "\r", - " 46%|████▌ | 2302830/4997436 [00:13<00:15, 175688.79it/s]" + " 46%|████▌ | 2282865/4997436 [00:13<00:16, 167368.01it/s]" ] }, { @@ -1594,7 +1594,7 @@ "output_type": "stream", "text": [ "\r", - " 46%|████▋ | 2320451/4997436 [00:13<00:15, 175842.56it/s]" + " 46%|████▌ | 2299996/4997436 [00:13<00:16, 168529.64it/s]" ] }, { @@ -1602,7 +1602,7 @@ "output_type": "stream", "text": [ "\r", - " 47%|████▋ | 2338190/4997436 [00:13<00:15, 176304.13it/s]" + " 46%|████▋ | 2317132/4997436 [00:13<00:15, 169367.82it/s]" ] }, { @@ -1610,7 +1610,7 @@ "output_type": "stream", "text": [ "\r", - " 47%|████▋ | 2355993/4997436 [00:13<00:14, 176819.20it/s]" + " 47%|████▋ | 2334357/4997436 [00:13<00:15, 170224.23it/s]" ] }, { @@ -1618,7 +1618,7 @@ "output_type": "stream", "text": [ "\r", - " 47%|████▋ | 2373763/4997436 [00:13<00:14, 177079.65it/s]" + " 47%|████▋ | 2351753/4997436 [00:13<00:15, 171336.61it/s]" ] }, { @@ -1626,7 +1626,7 @@ "output_type": "stream", "text": [ "\r", - " 48%|████▊ | 2391472/4997436 [00:13<00:14, 176516.38it/s]" + " 47%|████▋ | 2369061/4997436 [00:13<00:15, 171855.11it/s]" ] }, { @@ -1634,7 +1634,7 @@ "output_type": "stream", "text": [ "\r", - " 48%|████▊ | 2409125/4997436 [00:13<00:14, 176390.92it/s]" + " 48%|████▊ | 2386386/4997436 [00:13<00:15, 172268.63it/s]" ] }, { @@ -1642,7 +1642,7 @@ "output_type": "stream", "text": [ "\r", - " 49%|████▊ | 2426788/4997436 [00:13<00:14, 176461.26it/s]" + " 48%|████▊ | 2403736/4997436 [00:13<00:15, 172636.48it/s]" ] }, { @@ -1650,7 +1650,7 @@ "output_type": "stream", "text": [ "\r", - " 49%|████▉ | 2444448/4997436 [00:13<00:14, 176499.33it/s]" + " 48%|████▊ | 2421059/4997436 [00:13<00:14, 172811.75it/s]" ] }, { @@ -1658,7 +1658,7 @@ "output_type": "stream", "text": [ "\r", - " 49%|████▉ | 2462099/4997436 [00:14<00:14, 176005.05it/s]" + " 49%|████▉ | 2438395/4997436 [00:14<00:14, 172973.39it/s]" ] }, { @@ -1666,7 +1666,7 @@ "output_type": "stream", "text": [ "\r", - " 50%|████▉ | 2479700/4997436 [00:14<00:14, 175842.66it/s]" + " 49%|████▉ | 2455694/4997436 [00:14<00:14, 172956.41it/s]" ] }, { @@ -1674,7 +1674,7 @@ "output_type": "stream", "text": [ "\r", - " 50%|████▉ | 2497377/4997436 [00:14<00:14, 176116.79it/s]" + " 49%|████▉ | 2473180/4997436 [00:14<00:14, 173524.72it/s]" ] }, { @@ -1682,7 +1682,7 @@ "output_type": "stream", "text": [ "\r", - " 50%|█████ | 2515009/4997436 [00:14<00:14, 176174.54it/s]" + " 50%|████▉ | 2490592/4997436 [00:14<00:14, 173700.05it/s]" ] }, { @@ -1690,7 +1690,7 @@ "output_type": "stream", "text": [ "\r", - " 51%|█████ | 2532627/4997436 [00:14<00:14, 176005.25it/s]" + " 50%|█████ | 2507963/4997436 [00:14<00:14, 173609.24it/s]" ] }, { @@ -1698,7 +1698,7 @@ "output_type": "stream", "text": [ "\r", - " 51%|█████ | 2550228/4997436 [00:14<00:13, 175932.97it/s]" + " 51%|█████ | 2525352/4997436 [00:14<00:14, 173691.36it/s]" ] }, { @@ -1706,7 +1706,7 @@ "output_type": "stream", "text": [ "\r", - " 51%|█████▏ | 2567868/4997436 [00:14<00:13, 176070.54it/s]" + " 51%|█████ | 2542722/4997436 [00:14<00:14, 173682.33it/s]" ] }, { @@ -1714,7 +1714,7 @@ "output_type": "stream", "text": [ "\r", - " 52%|█████▏ | 2585476/4997436 [00:14<00:13, 173308.18it/s]" + " 51%|█████ | 2560091/4997436 [00:14<00:14, 173054.12it/s]" ] }, { @@ -1722,7 +1722,7 @@ "output_type": "stream", "text": [ "\r", - " 52%|█████▏ | 2602817/4997436 [00:14<00:14, 169342.67it/s]" + " 52%|█████▏ | 2577398/4997436 [00:14<00:13, 172899.34it/s]" ] }, { @@ -1730,7 +1730,7 @@ "output_type": "stream", "text": [ "\r", - " 52%|█████▏ | 2620275/4997436 [00:14<00:13, 170874.47it/s]" + " 52%|█████▏ | 2594689/4997436 [00:14<00:13, 172673.82it/s]" ] }, { @@ -1738,7 +1738,7 @@ "output_type": "stream", "text": [ "\r", - " 53%|█████▎ | 2637967/4997436 [00:15<00:13, 172655.25it/s]" + " 52%|█████▏ | 2611978/4997436 [00:15<00:13, 172731.53it/s]" ] }, { @@ -1746,7 +1746,7 @@ "output_type": "stream", "text": [ "\r", - " 53%|█████▎ | 2655550/4997436 [00:15<00:13, 173592.62it/s]" + " 53%|█████▎ | 2629252/4997436 [00:15<00:13, 172596.12it/s]" ] }, { @@ -1754,7 +1754,7 @@ "output_type": "stream", "text": [ "\r", - " 53%|█████▎ | 2673125/4997436 [00:15<00:13, 174233.37it/s]" + " 53%|█████▎ | 2646512/4997436 [00:15<00:13, 172566.41it/s]" ] }, { @@ -1762,7 +1762,7 @@ "output_type": "stream", "text": [ "\r", - " 54%|█████▍ | 2690663/4997436 [00:15<00:13, 174574.23it/s]" + " 53%|█████▎ | 2663769/4997436 [00:15<00:13, 172244.49it/s]" ] }, { @@ -1770,7 +1770,7 @@ "output_type": "stream", "text": [ "\r", - " 54%|█████▍ | 2708144/4997436 [00:15<00:13, 174642.23it/s]" + " 54%|█████▎ | 2680994/4997436 [00:15<00:13, 172120.42it/s]" ] }, { @@ -1778,7 +1778,7 @@ "output_type": "stream", "text": [ "\r", - " 55%|█████▍ | 2725727/4997436 [00:15<00:12, 174995.06it/s]" + " 54%|█████▍ | 2698207/4997436 [00:15<00:13, 171998.00it/s]" ] }, { @@ -1786,7 +1786,7 @@ "output_type": "stream", "text": [ "\r", - " 55%|█████▍ | 2743364/4997436 [00:15<00:12, 175403.35it/s]" + " 54%|█████▍ | 2715415/4997436 [00:15<00:13, 172019.65it/s]" ] }, { @@ -1794,7 +1794,7 @@ "output_type": "stream", "text": [ "\r", - " 55%|█████▌ | 2760907/4997436 [00:15<00:12, 175119.72it/s]" + " 55%|█████▍ | 2732618/4997436 [00:15<00:13, 169834.63it/s]" ] }, { @@ -1802,7 +1802,7 @@ "output_type": "stream", "text": [ "\r", - " 56%|█████▌ | 2778421/4997436 [00:15<00:12, 175049.38it/s]" + " 55%|█████▌ | 2749885/4997436 [00:15<00:13, 170675.51it/s]" ] }, { @@ -1810,7 +1810,7 @@ "output_type": "stream", "text": [ "\r", - " 56%|█████▌ | 2795940/4997436 [00:15<00:12, 175088.41it/s]" + " 55%|█████▌ | 2767158/4997436 [00:15<00:13, 171286.63it/s]" ] }, { @@ -1818,7 +1818,7 @@ "output_type": "stream", "text": [ "\r", - " 56%|█████▋ | 2813450/4997436 [00:16<00:12, 174984.06it/s]" + " 56%|█████▌ | 2784321/4997436 [00:16<00:12, 171388.09it/s]" ] }, { @@ -1826,7 +1826,7 @@ "output_type": "stream", "text": [ "\r", - " 57%|█████▋ | 2830977/4997436 [00:16<00:12, 175067.65it/s]" + " 56%|█████▌ | 2801463/4997436 [00:16<00:12, 171262.66it/s]" ] }, { @@ -1834,7 +1834,7 @@ "output_type": "stream", "text": [ "\r", - " 57%|█████▋ | 2848485/4997436 [00:16<00:12, 175001.50it/s]" + " 56%|█████▋ | 2818626/4997436 [00:16<00:12, 171368.55it/s]" ] }, { @@ -1842,7 +1842,7 @@ "output_type": "stream", "text": [ "\r", - " 57%|█████▋ | 2865986/4997436 [00:16<00:12, 174968.21it/s]" + " 57%|█████▋ | 2835765/4997436 [00:16<00:12, 171289.69it/s]" ] }, { @@ -1850,7 +1850,7 @@ "output_type": "stream", "text": [ "\r", - " 58%|█████▊ | 2883529/4997436 [00:16<00:12, 175104.31it/s]" + " 57%|█████▋ | 2852945/4997436 [00:16<00:12, 171440.59it/s]" ] }, { @@ -1858,7 +1858,7 @@ "output_type": "stream", "text": [ "\r", - " 58%|█████▊ | 2901040/4997436 [00:16<00:11, 175008.61it/s]" + " 57%|█████▋ | 2870140/4997436 [00:16<00:12, 171590.57it/s]" ] }, { @@ -1866,7 +1866,7 @@ "output_type": "stream", "text": [ "\r", - " 58%|█████▊ | 2918585/4997436 [00:16<00:11, 175140.22it/s]" + " 58%|█████▊ | 2887381/4997436 [00:16<00:12, 171833.53it/s]" ] }, { @@ -1874,7 +1874,7 @@ "output_type": "stream", "text": [ "\r", - " 59%|█████▉ | 2936100/4997436 [00:16<00:11, 175029.09it/s]" + " 58%|█████▊ | 2904565/4997436 [00:16<00:12, 171745.16it/s]" ] }, { @@ -1882,7 +1882,7 @@ "output_type": "stream", "text": [ "\r", - " 59%|█████▉ | 2953603/4997436 [00:16<00:11, 172104.84it/s]" + " 58%|█████▊ | 2921740/4997436 [00:16<00:12, 171557.23it/s]" ] }, { @@ -1890,7 +1890,7 @@ "output_type": "stream", "text": [ "\r", - " 59%|█████▉ | 2971082/4997436 [00:16<00:11, 172899.15it/s]" + " 59%|█████▉ | 2938896/4997436 [00:16<00:12, 170920.21it/s]" ] }, { @@ -1898,7 +1898,7 @@ "output_type": "stream", "text": [ "\r", - " 60%|█████▉ | 2988559/4997436 [00:17<00:11, 173453.00it/s]" + " 59%|█████▉ | 2955989/4997436 [00:17<00:11, 170320.96it/s]" ] }, { @@ -1906,7 +1906,7 @@ "output_type": "stream", "text": [ "\r", - " 60%|██████ | 3006168/4997436 [00:17<00:11, 174238.21it/s]" + " 59%|█████▉ | 2973189/4997436 [00:17<00:11, 170820.04it/s]" ] }, { @@ -1914,7 +1914,7 @@ "output_type": "stream", "text": [ "\r", - " 61%|██████ | 3023776/4997436 [00:17<00:11, 174785.32it/s]" + " 60%|█████▉ | 2990272/4997436 [00:17<00:11, 170720.61it/s]" ] }, { @@ -1922,7 +1922,7 @@ "output_type": "stream", "text": [ "\r", - " 61%|██████ | 3041361/4997436 [00:17<00:11, 175102.94it/s]" + " 60%|██████ | 3007420/4997436 [00:17<00:11, 170944.41it/s]" ] }, { @@ -1930,7 +1930,7 @@ "output_type": "stream", "text": [ "\r", - " 61%|██████ | 3058897/4997436 [00:17<00:11, 175177.82it/s]" + " 61%|██████ | 3024680/4997436 [00:17<00:11, 171435.73it/s]" ] }, { @@ -1938,7 +1938,7 @@ "output_type": "stream", "text": [ "\r", - " 62%|██████▏ | 3076417/4997436 [00:17<00:11, 173572.61it/s]" + " 61%|██████ | 3041971/4997436 [00:17<00:11, 171875.46it/s]" ] }, { @@ -1946,7 +1946,7 @@ "output_type": "stream", "text": [ "\r", - " 62%|██████▏ | 3094028/4997436 [00:17<00:10, 174326.93it/s]" + " 61%|██████ | 3059159/4997436 [00:17<00:11, 170766.75it/s]" ] }, { @@ -1954,7 +1954,7 @@ "output_type": "stream", "text": [ "\r", - " 62%|██████▏ | 3111559/4997436 [00:17<00:10, 174618.98it/s]" + " 62%|██████▏ | 3076314/4997436 [00:17<00:11, 170998.84it/s]" ] }, { @@ -1962,7 +1962,7 @@ "output_type": "stream", "text": [ "\r", - " 63%|██████▎ | 3129042/4997436 [00:17<00:10, 174678.24it/s]" + " 62%|██████▏ | 3093529/4997436 [00:17<00:11, 171339.67it/s]" ] }, { @@ -1970,7 +1970,7 @@ "output_type": "stream", "text": [ "\r", - " 63%|██████▎ | 3146520/4997436 [00:17<00:10, 174706.00it/s]" + " 62%|██████▏ | 3111159/4997436 [00:17<00:10, 172822.24it/s]" ] }, { @@ -1978,7 +1978,7 @@ "output_type": "stream", "text": [ "\r", - " 63%|██████▎ | 3164139/4997436 [00:18<00:10, 175149.56it/s]" + " 63%|██████▎ | 3128443/4997436 [00:18<00:10, 172518.08it/s]" ] }, { @@ -1986,7 +1986,7 @@ "output_type": "stream", "text": [ "\r", - " 64%|██████▎ | 3181668/4997436 [00:18<00:10, 175189.43it/s]" + " 63%|██████▎ | 3145834/4997436 [00:18<00:10, 172932.55it/s]" ] }, { @@ -1994,7 +1994,7 @@ "output_type": "stream", "text": [ "\r", - " 64%|██████▍ | 3199188/4997436 [00:18<00:10, 175126.95it/s]" + " 63%|██████▎ | 3163128/4997436 [00:18<00:10, 172087.90it/s]" ] }, { @@ -2002,7 +2002,7 @@ "output_type": "stream", "text": [ "\r", - " 64%|██████▍ | 3216728/4997436 [00:18<00:10, 175206.21it/s]" + " 64%|██████▎ | 3180516/4997436 [00:18<00:10, 172620.12it/s]" ] }, { @@ -2010,7 +2010,7 @@ "output_type": "stream", "text": [ "\r", - " 65%|██████▍ | 3234249/4997436 [00:18<00:10, 174886.38it/s]" + " 64%|██████▍ | 3197876/4997436 [00:18<00:10, 172909.22it/s]" ] }, { @@ -2018,7 +2018,7 @@ "output_type": "stream", "text": [ "\r", - " 65%|██████▌ | 3251739/4997436 [00:18<00:10, 174526.51it/s]" + " 64%|██████▍ | 3215229/4997436 [00:18<00:10, 173093.22it/s]" ] }, { @@ -2026,7 +2026,7 @@ "output_type": "stream", "text": [ "\r", - " 65%|██████▌ | 3269193/4997436 [00:18<00:09, 174401.33it/s]" + " 65%|██████▍ | 3232542/4997436 [00:18<00:10, 173103.30it/s]" ] }, { @@ -2034,7 +2034,7 @@ "output_type": "stream", "text": [ "\r", - " 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"\r", - " 83%|████████▎ | 4167083/4997436 [00:23<00:04, 174842.72it/s]" + " 82%|████████▏ | 4113351/4997436 [00:23<00:05, 171499.77it/s]" ] }, { @@ -2442,7 +2442,7 @@ "output_type": "stream", "text": [ "\r", - " 84%|████████▎ | 4184623/4997436 [00:23<00:04, 175008.18it/s]" + " 83%|████████▎ | 4130502/4997436 [00:23<00:05, 171183.52it/s]" ] }, { @@ -2450,7 +2450,7 @@ "output_type": "stream", "text": [ "\r", - " 84%|████████▍ | 4202124/4997436 [00:23<00:04, 174838.27it/s]" + " 83%|████████▎ | 4147621/4997436 [00:24<00:04, 171037.50it/s]" ] }, { @@ -2458,7 +2458,7 @@ "output_type": "stream", "text": [ "\r", - " 84%|████████▍ | 4219608/4997436 [00:24<00:04, 174792.40it/s]" + " 83%|████████▎ | 4164833/4997436 [00:24<00:04, 171359.75it/s]" ] }, { @@ -2466,7 +2466,7 @@ "output_type": "stream", "text": [ "\r", - " 85%|████████▍ | 4237098/4997436 [00:24<00:04, 174822.82it/s]" + " 84%|████████▎ | 4181984/4997436 [00:24<00:04, 171401.63it/s]" ] }, { @@ -2474,7 +2474,7 @@ "output_type": "stream", "text": [ "\r", - " 85%|████████▌ | 4254747/4997436 [00:24<00:04, 175320.71it/s]" + " 84%|████████▍ | 4199125/4997436 [00:24<00:04, 171381.16it/s]" ] }, { @@ -2482,7 +2482,7 @@ "output_type": "stream", "text": [ "\r", - " 85%|████████▌ | 4272378/4997436 [00:24<00:04, 175613.47it/s]" + " 84%|████████▍ | 4216264/4997436 [00:24<00:04, 170754.85it/s]" ] }, { @@ -2490,7 +2490,7 @@ "output_type": "stream", "text": [ "\r", - " 86%|████████▌ | 4289940/4997436 [00:24<00:04, 175374.87it/s]" + " 85%|████████▍ | 4233373/4997436 [00:24<00:04, 170854.04it/s]" ] }, { @@ -2498,7 +2498,7 @@ "output_type": "stream", "text": [ "\r", - " 86%|████████▌ | 4307478/4997436 [00:24<00:03, 175103.65it/s]" + " 85%|████████▌ | 4250586/4997436 [00:24<00:04, 171234.70it/s]" ] }, { @@ -2506,7 +2506,7 @@ "output_type": "stream", "text": [ "\r", - " 87%|████████▋ | 4325020/4997436 [00:24<00:03, 175190.29it/s]" + " 85%|████████▌ | 4267710/4997436 [00:24<00:04, 171230.10it/s]" ] }, { @@ -2514,7 +2514,7 @@ "output_type": "stream", "text": [ "\r", - " 87%|████████▋ | 4342596/4997436 [00:24<00:03, 175359.76it/s]" + " 86%|████████▌ | 4284976/4997436 [00:24<00:04, 171656.32it/s]" ] }, { @@ -2522,7 +2522,7 @@ "output_type": "stream", "text": [ "\r", - " 87%|████████▋ | 4360133/4997436 [00:24<00:03, 175252.18it/s]" + " 86%|████████▌ | 4302230/4997436 [00:24<00:04, 171918.32it/s]" ] }, { @@ -2530,7 +2530,7 @@ "output_type": "stream", "text": [ "\r", - " 88%|████████▊ | 4377659/4997436 [00:25<00:03, 174616.58it/s]" + " 86%|████████▋ | 4319535/4997436 [00:25<00:03, 172256.58it/s]" ] }, { @@ -2538,7 +2538,7 @@ "output_type": "stream", "text": [ "\r", - " 88%|████████▊ | 4395122/4997436 [00:25<00:03, 174533.68it/s]" + " 87%|████████▋ | 4336881/4997436 [00:25<00:03, 172613.69it/s]" ] }, { @@ -2546,7 +2546,7 @@ "output_type": "stream", "text": [ "\r", - " 88%|████████▊ | 4412614/4997436 [00:25<00:03, 174645.95it/s]" + " 87%|████████▋ | 4354214/4997436 [00:25<00:03, 172826.10it/s]" ] }, { @@ -2554,7 +2554,7 @@ "output_type": "stream", "text": [ "\r", - " 89%|████████▊ | 4430139/4997436 [00:25<00:03, 174824.50it/s]" + " 87%|████████▋ | 4371610/4997436 [00:25<00:03, 173163.02it/s]" ] }, { @@ -2562,7 +2562,7 @@ "output_type": "stream", "text": [ "\r", - " 89%|████████▉ | 4447622/4997436 [00:25<00:03, 174594.23it/s]" + " 88%|████████▊ | 4388927/4997436 [00:25<00:03, 173067.88it/s]" ] }, { @@ -2570,7 +2570,7 @@ "output_type": "stream", "text": [ "\r", - " 89%|████████▉ | 4465180/4997436 [00:25<00:03, 174886.34it/s]" + " 88%|████████▊ | 4406234/4997436 [00:25<00:03, 172706.56it/s]" ] }, { @@ -2578,7 +2578,7 @@ "output_type": "stream", "text": [ "\r", - " 90%|████████▉ | 4482729/4997436 [00:25<00:02, 175065.25it/s]" + " 89%|████████▊ | 4423885/4997436 [00:25<00:03, 173842.34it/s]" ] }, { @@ -2586,7 +2586,7 @@ "output_type": "stream", "text": [ "\r", - " 90%|█████████ | 4500236/4997436 [00:25<00:02, 175056.09it/s]" + " 89%|████████▉ | 4441642/4997436 [00:25<00:03, 174956.63it/s]" ] }, { @@ -2594,7 +2594,7 @@ "output_type": "stream", "text": [ "\r", - " 90%|█████████ | 4517761/4997436 [00:25<00:02, 175111.64it/s]" + " 89%|████████▉ | 4459155/4997436 [00:25<00:03, 175007.01it/s]" ] }, { @@ -2602,7 +2602,7 @@ "output_type": "stream", "text": [ "\r", - " 91%|█████████ | 4535273/4997436 [00:25<00:02, 175110.94it/s]" + " 90%|████████▉ | 4476744/4997436 [00:25<00:02, 175268.03it/s]" ] }, { @@ -2610,7 +2610,7 @@ "output_type": "stream", "text": [ "\r", - " 91%|█████████ | 4552791/4997436 [00:26<00:02, 175130.33it/s]" + " 90%|████████▉ | 4494380/4997436 [00:26<00:02, 175592.88it/s]" ] }, { @@ -2618,7 +2618,7 @@ "output_type": "stream", "text": [ "\r", - " 91%|█████████▏| 4570546/4997436 [00:26<00:02, 175854.71it/s]" + " 90%|█████████ | 4512055/4997436 [00:26<00:02, 175937.56it/s]" ] }, { @@ -2626,7 +2626,7 @@ "output_type": "stream", "text": [ "\r", - " 92%|█████████▏| 4588326/4997436 [00:26<00:02, 176434.83it/s]" + " 91%|█████████ | 4529722/4997436 [00:26<00:02, 176155.15it/s]" ] }, { @@ -2634,7 +2634,7 @@ "output_type": "stream", "text": [ "\r", - " 92%|█████████▏| 4606048/4997436 [00:26<00:02, 176666.86it/s]" + " 91%|█████████ | 4547338/4997436 [00:26<00:02, 175900.92it/s]" ] }, { @@ -2642,7 +2642,7 @@ "output_type": "stream", "text": [ "\r", - " 93%|█████████▎| 4623715/4997436 [00:26<00:02, 176626.17it/s]" + " 91%|█████████▏| 4564929/4997436 [00:26<00:02, 175548.25it/s]" ] }, { @@ -2650,7 +2650,7 @@ "output_type": "stream", "text": [ "\r", - " 93%|█████████▎| 4641378/4997436 [00:26<00:02, 176571.69it/s]" + " 92%|█████████▏| 4582485/4997436 [00:26<00:02, 171264.24it/s]" ] }, { @@ -2658,7 +2658,7 @@ "output_type": "stream", "text": [ "\r", - " 93%|█████████▎| 4659073/4997436 [00:26<00:01, 176682.03it/s]" + " 92%|█████████▏| 4599706/4997436 [00:26<00:02, 171539.08it/s]" ] }, { @@ -2666,7 +2666,7 @@ "output_type": "stream", "text": [ "\r", - " 94%|█████████▎| 4676742/4997436 [00:26<00:01, 176676.26it/s]" + " 92%|█████████▏| 4616931/4997436 [00:26<00:02, 171746.31it/s]" ] }, { @@ -2674,7 +2674,7 @@ "output_type": "stream", "text": [ "\r", - " 94%|█████████▍| 4694410/4997436 [00:26<00:01, 176648.76it/s]" + " 93%|█████████▎| 4634151/4997436 [00:26<00:02, 171877.43it/s]" ] }, { @@ -2682,7 +2682,7 @@ "output_type": "stream", "text": [ "\r", - " 94%|█████████▍| 4712075/4997436 [00:26<00:01, 176528.38it/s]" + " 93%|█████████▎| 4651372/4997436 [00:26<00:02, 171975.37it/s]" ] }, { @@ -2690,7 +2690,7 @@ "output_type": "stream", "text": [ "\r", - " 95%|█████████▍| 4729728/4997436 [00:27<00:01, 176158.48it/s]" + " 93%|█████████▎| 4668576/4997436 [00:27<00:01, 171204.74it/s]" ] }, { @@ -2698,7 +2698,7 @@ "output_type": "stream", "text": [ "\r", - " 95%|█████████▍| 4747345/4997436 [00:27<00:01, 171001.72it/s]" + " 94%|█████████▍| 4685821/4997436 [00:27<00:01, 171574.25it/s]" ] }, { @@ -2706,7 +2706,7 @@ "output_type": "stream", "text": [ "\r", - " 95%|█████████▌| 4765048/4997436 [00:27<00:01, 172768.36it/s]" + " 94%|█████████▍| 4703023/4997436 [00:27<00:01, 171706.08it/s]" ] }, { @@ -2714,7 +2714,7 @@ "output_type": "stream", "text": [ "\r", - " 96%|█████████▌| 4782754/4997436 [00:27<00:01, 174032.72it/s]" + " 94%|█████████▍| 4720225/4997436 [00:27<00:01, 171796.45it/s]" ] }, { @@ -2722,7 +2722,7 @@ "output_type": "stream", "text": [ "\r", - " 96%|█████████▌| 4800639/4997436 [00:27<00:01, 175460.04it/s]" + " 95%|█████████▍| 4737477/4997436 [00:27<00:01, 172009.52it/s]" ] }, { @@ -2730,7 +2730,7 @@ "output_type": "stream", "text": [ "\r", - " 96%|█████████▋| 4818428/4997436 [00:27<00:01, 176182.47it/s]" + " 95%|█████████▌| 4754680/4997436 [00:27<00:01, 171743.67it/s]" ] }, { @@ -2738,7 +2738,7 @@ "output_type": "stream", "text": [ "\r", - " 97%|█████████▋| 4836213/4997436 [00:27<00:00, 176677.32it/s]" + " 95%|█████████▌| 4771856/4997436 [00:27<00:01, 171253.62it/s]" ] }, { @@ -2746,7 +2746,7 @@ "output_type": "stream", "text": [ "\r", - " 97%|█████████▋| 4854141/4997436 [00:27<00:00, 177454.07it/s]" + " 96%|█████████▌| 4788983/4997436 [00:27<00:01, 170741.64it/s]" ] }, { @@ -2754,7 +2754,7 @@ "output_type": "stream", "text": [ "\r", - " 97%|█████████▋| 4872039/4997436 [00:27<00:00, 177907.51it/s]" + " 96%|█████████▌| 4806058/4997436 [00:27<00:01, 170577.56it/s]" ] }, { @@ -2762,7 +2762,7 @@ "output_type": "stream", "text": [ "\r", - " 98%|█████████▊| 4889999/4997436 [00:27<00:00, 178411.81it/s]" + " 97%|█████████▋| 4823120/4997436 [00:27<00:01, 170586.65it/s]" ] }, { @@ -2770,7 +2770,7 @@ "output_type": "stream", "text": [ "\r", - " 98%|█████████▊| 4907897/4997436 [00:28<00:00, 178578.52it/s]" + " 97%|█████████▋| 4840292/4997436 [00:28<00:00, 170923.20it/s]" ] }, { @@ -2778,7 +2778,7 @@ "output_type": "stream", "text": [ "\r", - " 99%|█████████▊| 4925758/4997436 [00:28<00:00, 171223.56it/s]" + " 97%|█████████▋| 4857385/4997436 [00:28<00:00, 170021.06it/s]" ] }, { @@ -2786,7 +2786,7 @@ "output_type": "stream", "text": [ "\r", - " 99%|█████████▉| 4943534/4997436 [00:28<00:00, 173122.83it/s]" + " 98%|█████████▊| 4874483/4997436 [00:28<00:00, 170305.15it/s]" ] }, { @@ -2794,7 +2794,7 @@ "output_type": "stream", "text": [ "\r", - " 99%|█████████▉| 4961351/4997436 [00:28<00:00, 174601.64it/s]" + " 98%|█████████▊| 4891635/4997436 [00:28<00:00, 170667.26it/s]" ] }, { @@ -2802,7 +2802,7 @@ "output_type": "stream", "text": [ "\r", - "100%|█████████▉| 4979229/4997436 [00:28<00:00, 175833.56it/s]" + " 98%|█████████▊| 4908790/4997436 [00:28<00:00, 170927.93it/s]" ] }, { @@ -2810,7 +2810,7 @@ "output_type": "stream", "text": [ "\r", - "100%|█████████▉| 4997093/4997436 [00:28<00:00, 176663.09it/s]" + " 99%|█████████▊| 4925884/4997436 [00:28<00:00, 167134.07it/s]" ] }, { @@ -2818,7 +2818,39 @@ "output_type": "stream", "text": [ "\r", - "100%|██████████| 4997436/4997436 [00:28<00:00, 175161.09it/s]" + " 99%|█████████▉| 4943387/4997436 [00:28<00:00, 169458.98it/s]" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\r", + " 99%|█████████▉| 4960743/4997436 [00:28<00:00, 170671.93it/s]" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\r", + "100%|█████████▉| 4978136/4997436 [00:28<00:00, 171638.54it/s]" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\r", + "100%|█████████▉| 4995659/4997436 [00:28<00:00, 172708.10it/s]" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\r", + "100%|██████████| 4997436/4997436 [00:28<00:00, 172655.33it/s]" ] }, { @@ -3057,10 +3089,10 @@ "id": "c8f4e163", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:01.103759Z", - "iopub.status.busy": "2023-12-05T01:43:01.103378Z", - "iopub.status.idle": "2023-12-05T01:43:08.466594Z", - "shell.execute_reply": "2023-12-05T01:43:08.465953Z" + "iopub.execute_input": "2023-12-07T04:40:27.774062Z", + "iopub.status.busy": "2023-12-07T04:40:27.773726Z", + "iopub.status.idle": "2023-12-07T04:40:35.027613Z", + "shell.execute_reply": "2023-12-07T04:40:35.026877Z" } }, "outputs": [], @@ 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[00:00<00:00, 5793184.22it/s]" } }, - "ff9cfd418a834e6a95ca408ead658ab1": { + "f03c9ac5c8a74af4a972204b0090d603": { "model_module": "@jupyter-widgets/controls", "model_module_version": "1.5.0", - "model_name": "DescriptionStyleModel", + "model_name": "HTMLModel", "state": { + "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", - "_model_name": "DescriptionStyleModel", + "_model_name": "HTMLModel", "_view_count": null, - "_view_module": "@jupyter-widgets/base", - "_view_module_version": "1.2.0", - "_view_name": "StyleView", - "description_width": "" + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_b3518586122646f0964df9208b360dcc", + "placeholder": "​", + "style": "IPY_MODEL_de3a285dacfa41b5930ed442efaa2976", + "value": "number of examples processed for estimating thresholds: " } } }, diff --git a/master/.doctrees/nbsphinx/tutorials/tabular.ipynb b/master/.doctrees/nbsphinx/tutorials/tabular.ipynb index 1e1de7481..9a7bc15db 100644 --- a/master/.doctrees/nbsphinx/tutorials/tabular.ipynb +++ b/master/.doctrees/nbsphinx/tutorials/tabular.ipynb @@ -112,10 +112,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:20.651980Z", - "iopub.status.busy": "2023-12-05T01:43:20.651787Z", - "iopub.status.idle": "2023-12-05T01:43:21.656170Z", - "shell.execute_reply": "2023-12-05T01:43:21.655570Z" + "iopub.execute_input": "2023-12-07T04:40:46.914440Z", + "iopub.status.busy": "2023-12-07T04:40:46.914251Z", + "iopub.status.idle": "2023-12-07T04:40:47.929763Z", + "shell.execute_reply": "2023-12-07T04:40:47.929158Z" }, "nbsphinx": "hidden" }, @@ -125,7 +125,7 @@ "dependencies = [\"cleanlab\"]\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@4ac43c0a2654179732cafc704e807c3c5c9ec1f1\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@2e3608a2d8561e6936e510f72cfeb3da16fe6824\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", @@ -150,10 +150,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:21.658975Z", - "iopub.status.busy": "2023-12-05T01:43:21.658505Z", - "iopub.status.idle": "2023-12-05T01:43:21.675692Z", - "shell.execute_reply": "2023-12-05T01:43:21.675112Z" + "iopub.execute_input": "2023-12-07T04:40:47.932889Z", + "iopub.status.busy": "2023-12-07T04:40:47.932482Z", + "iopub.status.idle": "2023-12-07T04:40:47.949162Z", + "shell.execute_reply": "2023-12-07T04:40:47.948552Z" } }, "outputs": [], @@ -194,10 +194,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:21.678116Z", - "iopub.status.busy": "2023-12-05T01:43:21.677769Z", - "iopub.status.idle": "2023-12-05T01:43:21.726769Z", - "shell.execute_reply": "2023-12-05T01:43:21.726176Z" + "iopub.execute_input": "2023-12-07T04:40:47.951937Z", + "iopub.status.busy": "2023-12-07T04:40:47.951476Z", + "iopub.status.idle": "2023-12-07T04:40:48.002316Z", + "shell.execute_reply": "2023-12-07T04:40:48.001730Z" } }, "outputs": [ @@ -304,10 +304,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:21.729086Z", - "iopub.status.busy": "2023-12-05T01:43:21.728719Z", - "iopub.status.idle": "2023-12-05T01:43:21.732256Z", - "shell.execute_reply": "2023-12-05T01:43:21.731696Z" + "iopub.execute_input": "2023-12-07T04:40:48.004799Z", + "iopub.status.busy": "2023-12-07T04:40:48.004328Z", + "iopub.status.idle": "2023-12-07T04:40:48.008040Z", + "shell.execute_reply": "2023-12-07T04:40:48.007446Z" } }, "outputs": [], @@ -328,10 +328,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:21.734638Z", - "iopub.status.busy": "2023-12-05T01:43:21.734282Z", - "iopub.status.idle": "2023-12-05T01:43:21.742956Z", - "shell.execute_reply": "2023-12-05T01:43:21.742477Z" + "iopub.execute_input": "2023-12-07T04:40:48.010562Z", + "iopub.status.busy": "2023-12-07T04:40:48.010209Z", + "iopub.status.idle": "2023-12-07T04:40:48.019488Z", + "shell.execute_reply": "2023-12-07T04:40:48.018859Z" } }, "outputs": [], @@ -383,10 +383,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:21.745477Z", - "iopub.status.busy": "2023-12-05T01:43:21.745124Z", - "iopub.status.idle": "2023-12-05T01:43:21.747775Z", - "shell.execute_reply": "2023-12-05T01:43:21.747238Z" + "iopub.execute_input": "2023-12-07T04:40:48.022017Z", + "iopub.status.busy": "2023-12-07T04:40:48.021657Z", + "iopub.status.idle": "2023-12-07T04:40:48.024345Z", + "shell.execute_reply": "2023-12-07T04:40:48.023812Z" } }, "outputs": [], @@ -408,10 +408,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:21.750059Z", - "iopub.status.busy": "2023-12-05T01:43:21.749770Z", - "iopub.status.idle": "2023-12-05T01:43:22.324605Z", - "shell.execute_reply": "2023-12-05T01:43:22.324001Z" + "iopub.execute_input": "2023-12-07T04:40:48.026670Z", + "iopub.status.busy": "2023-12-07T04:40:48.026306Z", + "iopub.status.idle": "2023-12-07T04:40:48.608867Z", + "shell.execute_reply": "2023-12-07T04:40:48.608246Z" } }, "outputs": [], @@ -445,10 +445,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:22.327598Z", - "iopub.status.busy": "2023-12-05T01:43:22.327157Z", - "iopub.status.idle": "2023-12-05T01:43:23.511063Z", - "shell.execute_reply": "2023-12-05T01:43:23.510396Z" + "iopub.execute_input": "2023-12-07T04:40:48.611837Z", + "iopub.status.busy": "2023-12-07T04:40:48.611434Z", + "iopub.status.idle": "2023-12-07T04:40:49.814926Z", + "shell.execute_reply": "2023-12-07T04:40:49.814178Z" } }, "outputs": [ @@ -480,10 +480,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:23.514132Z", - "iopub.status.busy": "2023-12-05T01:43:23.513442Z", - "iopub.status.idle": "2023-12-05T01:43:23.523986Z", - "shell.execute_reply": "2023-12-05T01:43:23.523454Z" + "iopub.execute_input": "2023-12-07T04:40:49.817815Z", + "iopub.status.busy": "2023-12-07T04:40:49.817268Z", + "iopub.status.idle": "2023-12-07T04:40:49.827598Z", + "shell.execute_reply": "2023-12-07T04:40:49.827089Z" } }, "outputs": [ @@ -604,10 +604,10 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:23.526406Z", - "iopub.status.busy": "2023-12-05T01:43:23.525993Z", - "iopub.status.idle": "2023-12-05T01:43:23.530269Z", - "shell.execute_reply": "2023-12-05T01:43:23.529755Z" + "iopub.execute_input": "2023-12-07T04:40:49.830196Z", + "iopub.status.busy": "2023-12-07T04:40:49.829714Z", + "iopub.status.idle": "2023-12-07T04:40:49.834205Z", + "shell.execute_reply": "2023-12-07T04:40:49.833604Z" } }, "outputs": [], @@ -632,10 +632,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:23.532455Z", - "iopub.status.busy": "2023-12-05T01:43:23.532157Z", - "iopub.status.idle": "2023-12-05T01:43:23.539399Z", - "shell.execute_reply": "2023-12-05T01:43:23.538856Z" + "iopub.execute_input": "2023-12-07T04:40:49.836545Z", + "iopub.status.busy": "2023-12-07T04:40:49.836190Z", + "iopub.status.idle": "2023-12-07T04:40:49.843469Z", + "shell.execute_reply": "2023-12-07T04:40:49.842905Z" } }, "outputs": [], @@ -657,10 +657,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:23.541629Z", - "iopub.status.busy": "2023-12-05T01:43:23.541332Z", - "iopub.status.idle": "2023-12-05T01:43:23.663071Z", - "shell.execute_reply": "2023-12-05T01:43:23.662421Z" + "iopub.execute_input": "2023-12-07T04:40:49.845903Z", + "iopub.status.busy": "2023-12-07T04:40:49.845560Z", + "iopub.status.idle": "2023-12-07T04:40:49.967729Z", + "shell.execute_reply": "2023-12-07T04:40:49.967189Z" } }, "outputs": [ @@ -690,10 +690,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:23.665509Z", - "iopub.status.busy": "2023-12-05T01:43:23.665132Z", - "iopub.status.idle": "2023-12-05T01:43:23.668014Z", - "shell.execute_reply": "2023-12-05T01:43:23.667471Z" + "iopub.execute_input": "2023-12-07T04:40:49.970226Z", + "iopub.status.busy": "2023-12-07T04:40:49.969856Z", + "iopub.status.idle": "2023-12-07T04:40:49.972747Z", + "shell.execute_reply": "2023-12-07T04:40:49.972179Z" } }, "outputs": [], @@ -714,10 +714,10 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:23.670479Z", - "iopub.status.busy": "2023-12-05T01:43:23.670128Z", - "iopub.status.idle": "2023-12-05T01:43:25.084241Z", - "shell.execute_reply": "2023-12-05T01:43:25.083566Z" + "iopub.execute_input": "2023-12-07T04:40:49.975124Z", + "iopub.status.busy": "2023-12-07T04:40:49.974753Z", + "iopub.status.idle": "2023-12-07T04:40:51.399677Z", + "shell.execute_reply": "2023-12-07T04:40:51.398956Z" } }, "outputs": [], @@ -737,10 +737,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:25.087352Z", - "iopub.status.busy": "2023-12-05T01:43:25.086904Z", - "iopub.status.idle": "2023-12-05T01:43:25.100580Z", - "shell.execute_reply": "2023-12-05T01:43:25.099976Z" + "iopub.execute_input": "2023-12-07T04:40:51.403019Z", + "iopub.status.busy": "2023-12-07T04:40:51.402507Z", + "iopub.status.idle": "2023-12-07T04:40:51.416413Z", + "shell.execute_reply": "2023-12-07T04:40:51.415765Z" } }, "outputs": [ @@ -770,10 +770,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:25.103349Z", - "iopub.status.busy": "2023-12-05T01:43:25.102830Z", - "iopub.status.idle": "2023-12-05T01:43:25.244542Z", - "shell.execute_reply": "2023-12-05T01:43:25.244039Z" + "iopub.execute_input": "2023-12-07T04:40:51.418930Z", + "iopub.status.busy": "2023-12-07T04:40:51.418443Z", + "iopub.status.idle": "2023-12-07T04:40:51.488980Z", + "shell.execute_reply": "2023-12-07T04:40:51.488368Z" }, "nbsphinx": "hidden" }, diff --git a/master/.doctrees/nbsphinx/tutorials/text.ipynb b/master/.doctrees/nbsphinx/tutorials/text.ipynb index 31d43c117..2316ca0c2 100644 --- a/master/.doctrees/nbsphinx/tutorials/text.ipynb +++ b/master/.doctrees/nbsphinx/tutorials/text.ipynb @@ -114,10 +114,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:30.644495Z", - "iopub.status.busy": "2023-12-05T01:43:30.644049Z", - "iopub.status.idle": "2023-12-05T01:43:32.655571Z", - "shell.execute_reply": "2023-12-05T01:43:32.654942Z" + "iopub.execute_input": "2023-12-07T04:40:55.975190Z", + "iopub.status.busy": "2023-12-07T04:40:55.974989Z", + "iopub.status.idle": "2023-12-07T04:40:58.028952Z", + "shell.execute_reply": "2023-12-07T04:40:58.028341Z" }, "nbsphinx": "hidden" }, @@ -134,7 +134,7 @@ "os.environ[\"TOKENIZERS_PARALLELISM\"] = \"false\" # disable parallelism to avoid deadlocks with huggingface\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@4ac43c0a2654179732cafc704e807c3c5c9ec1f1\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@2e3608a2d8561e6936e510f72cfeb3da16fe6824\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", @@ -159,10 +159,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:32.658361Z", - "iopub.status.busy": "2023-12-05T01:43:32.657886Z", - "iopub.status.idle": "2023-12-05T01:43:32.661353Z", - "shell.execute_reply": "2023-12-05T01:43:32.660829Z" + "iopub.execute_input": "2023-12-07T04:40:58.031723Z", + "iopub.status.busy": "2023-12-07T04:40:58.031404Z", + "iopub.status.idle": "2023-12-07T04:40:58.034961Z", + "shell.execute_reply": "2023-12-07T04:40:58.034447Z" } }, "outputs": [], @@ -184,10 +184,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:32.663529Z", - "iopub.status.busy": "2023-12-05T01:43:32.663328Z", - "iopub.status.idle": "2023-12-05T01:43:32.666501Z", - "shell.execute_reply": "2023-12-05T01:43:32.666004Z" + "iopub.execute_input": "2023-12-07T04:40:58.037419Z", + "iopub.status.busy": "2023-12-07T04:40:58.036994Z", + "iopub.status.idle": "2023-12-07T04:40:58.040305Z", + "shell.execute_reply": "2023-12-07T04:40:58.039777Z" }, "nbsphinx": "hidden" }, @@ -218,10 +218,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:32.668783Z", - "iopub.status.busy": "2023-12-05T01:43:32.668585Z", - "iopub.status.idle": "2023-12-05T01:43:32.722050Z", - "shell.execute_reply": "2023-12-05T01:43:32.721559Z" + "iopub.execute_input": "2023-12-07T04:40:58.042703Z", + "iopub.status.busy": "2023-12-07T04:40:58.042269Z", + "iopub.status.idle": "2023-12-07T04:40:58.092714Z", + "shell.execute_reply": "2023-12-07T04:40:58.092215Z" } }, "outputs": [ @@ -311,10 +311,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:32.724469Z", - "iopub.status.busy": "2023-12-05T01:43:32.724041Z", - "iopub.status.idle": "2023-12-05T01:43:32.727803Z", - "shell.execute_reply": "2023-12-05T01:43:32.727195Z" + "iopub.execute_input": "2023-12-07T04:40:58.095041Z", + "iopub.status.busy": "2023-12-07T04:40:58.094672Z", + "iopub.status.idle": "2023-12-07T04:40:58.098310Z", + "shell.execute_reply": "2023-12-07T04:40:58.097804Z" } }, "outputs": [], @@ -329,10 +329,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:32.730187Z", - "iopub.status.busy": "2023-12-05T01:43:32.729701Z", - "iopub.status.idle": "2023-12-05T01:43:32.733683Z", - "shell.execute_reply": "2023-12-05T01:43:32.733084Z" + "iopub.execute_input": "2023-12-07T04:40:58.100671Z", + "iopub.status.busy": "2023-12-07T04:40:58.100313Z", + "iopub.status.idle": "2023-12-07T04:40:58.103950Z", + "shell.execute_reply": "2023-12-07T04:40:58.103318Z" } }, "outputs": [ @@ -341,7 +341,7 @@ "output_type": "stream", "text": [ "This dataset has 10 classes.\n", - "Classes: {'apple_pay_or_google_pay', 'visa_or_mastercard', 'getting_spare_card', 'supported_cards_and_currencies', 'lost_or_stolen_phone', 'card_about_to_expire', 'card_payment_fee_charged', 'beneficiary_not_allowed', 'change_pin', 'cancel_transfer'}\n" + "Classes: {'cancel_transfer', 'card_about_to_expire', 'supported_cards_and_currencies', 'card_payment_fee_charged', 'change_pin', 'beneficiary_not_allowed', 'apple_pay_or_google_pay', 'lost_or_stolen_phone', 'getting_spare_card', 'visa_or_mastercard'}\n" ] } ], @@ -364,10 +364,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:32.736240Z", - "iopub.status.busy": "2023-12-05T01:43:32.735820Z", - "iopub.status.idle": "2023-12-05T01:43:32.739530Z", - "shell.execute_reply": "2023-12-05T01:43:32.738901Z" + "iopub.execute_input": "2023-12-07T04:40:58.106384Z", + "iopub.status.busy": "2023-12-07T04:40:58.106021Z", + "iopub.status.idle": "2023-12-07T04:40:58.109465Z", + "shell.execute_reply": "2023-12-07T04:40:58.108849Z" } }, "outputs": [ @@ -408,10 +408,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:32.742146Z", - "iopub.status.busy": "2023-12-05T01:43:32.741674Z", - "iopub.status.idle": "2023-12-05T01:43:32.745353Z", - "shell.execute_reply": "2023-12-05T01:43:32.744835Z" + "iopub.execute_input": "2023-12-07T04:40:58.111916Z", + "iopub.status.busy": "2023-12-07T04:40:58.111468Z", + "iopub.status.idle": "2023-12-07T04:40:58.114962Z", + "shell.execute_reply": "2023-12-07T04:40:58.114350Z" } }, "outputs": [], @@ -452,10 +452,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:32.747814Z", - "iopub.status.busy": "2023-12-05T01:43:32.747366Z", - "iopub.status.idle": "2023-12-05T01:43:42.037064Z", - "shell.execute_reply": "2023-12-05T01:43:42.036316Z" + "iopub.execute_input": "2023-12-07T04:40:58.117263Z", + "iopub.status.busy": "2023-12-07T04:40:58.116937Z", + "iopub.status.idle": "2023-12-07T04:41:06.792887Z", + "shell.execute_reply": "2023-12-07T04:41:06.792137Z" } }, "outputs": [ @@ -502,10 +502,10 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:42.040507Z", - "iopub.status.busy": "2023-12-05T01:43:42.040231Z", - "iopub.status.idle": "2023-12-05T01:43:42.043420Z", - "shell.execute_reply": "2023-12-05T01:43:42.042777Z" + "iopub.execute_input": "2023-12-07T04:41:06.796311Z", + "iopub.status.busy": "2023-12-07T04:41:06.796072Z", + "iopub.status.idle": "2023-12-07T04:41:06.799206Z", + "shell.execute_reply": "2023-12-07T04:41:06.798561Z" } }, "outputs": [], @@ -527,10 +527,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:42.045826Z", - "iopub.status.busy": "2023-12-05T01:43:42.045366Z", - "iopub.status.idle": "2023-12-05T01:43:42.048239Z", - "shell.execute_reply": "2023-12-05T01:43:42.047702Z" + "iopub.execute_input": "2023-12-07T04:41:06.801648Z", + "iopub.status.busy": "2023-12-07T04:41:06.801307Z", + "iopub.status.idle": "2023-12-07T04:41:06.804225Z", + "shell.execute_reply": "2023-12-07T04:41:06.803612Z" } }, "outputs": [], @@ -545,10 +545,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:42.050373Z", - "iopub.status.busy": "2023-12-05T01:43:42.050176Z", - "iopub.status.idle": "2023-12-05T01:43:44.231045Z", - "shell.execute_reply": "2023-12-05T01:43:44.230203Z" + "iopub.execute_input": "2023-12-07T04:41:06.806434Z", + "iopub.status.busy": "2023-12-07T04:41:06.806234Z", + "iopub.status.idle": "2023-12-07T04:41:08.992367Z", + "shell.execute_reply": "2023-12-07T04:41:08.991611Z" }, "scrolled": true }, @@ -571,10 +571,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:44.234839Z", - "iopub.status.busy": "2023-12-05T01:43:44.234050Z", - "iopub.status.idle": "2023-12-05T01:43:44.242380Z", - "shell.execute_reply": "2023-12-05T01:43:44.241796Z" + "iopub.execute_input": "2023-12-07T04:41:08.995985Z", + "iopub.status.busy": "2023-12-07T04:41:08.995226Z", + "iopub.status.idle": "2023-12-07T04:41:09.003293Z", + "shell.execute_reply": "2023-12-07T04:41:09.002679Z" } }, "outputs": [ @@ -675,10 +675,10 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:44.244818Z", - "iopub.status.busy": "2023-12-05T01:43:44.244377Z", - "iopub.status.idle": "2023-12-05T01:43:44.248617Z", - "shell.execute_reply": "2023-12-05T01:43:44.248076Z" + "iopub.execute_input": "2023-12-07T04:41:09.005796Z", + "iopub.status.busy": "2023-12-07T04:41:09.005330Z", + "iopub.status.idle": "2023-12-07T04:41:09.009562Z", + "shell.execute_reply": "2023-12-07T04:41:09.008972Z" } }, "outputs": [], @@ -692,10 +692,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:44.250949Z", - "iopub.status.busy": "2023-12-05T01:43:44.250468Z", - "iopub.status.idle": "2023-12-05T01:43:44.254055Z", - "shell.execute_reply": "2023-12-05T01:43:44.253453Z" + "iopub.execute_input": "2023-12-07T04:41:09.012316Z", + "iopub.status.busy": "2023-12-07T04:41:09.011872Z", + "iopub.status.idle": "2023-12-07T04:41:09.015456Z", + "shell.execute_reply": "2023-12-07T04:41:09.014830Z" } }, "outputs": [ @@ -730,10 +730,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:44.256453Z", - "iopub.status.busy": "2023-12-05T01:43:44.256018Z", - "iopub.status.idle": "2023-12-05T01:43:44.259439Z", - "shell.execute_reply": "2023-12-05T01:43:44.258874Z" + "iopub.execute_input": "2023-12-07T04:41:09.017825Z", + "iopub.status.busy": "2023-12-07T04:41:09.017624Z", + "iopub.status.idle": "2023-12-07T04:41:09.020755Z", + "shell.execute_reply": "2023-12-07T04:41:09.020202Z" } }, "outputs": [], @@ -753,10 +753,10 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:44.261748Z", - "iopub.status.busy": "2023-12-05T01:43:44.261386Z", - "iopub.status.idle": "2023-12-05T01:43:44.268597Z", - "shell.execute_reply": "2023-12-05T01:43:44.267958Z" + "iopub.execute_input": "2023-12-07T04:41:09.022963Z", + "iopub.status.busy": "2023-12-07T04:41:09.022767Z", + "iopub.status.idle": "2023-12-07T04:41:09.029954Z", + "shell.execute_reply": "2023-12-07T04:41:09.029433Z" } }, "outputs": [ @@ -881,10 +881,10 @@ "execution_count": 18, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:44.271085Z", - "iopub.status.busy": "2023-12-05T01:43:44.270717Z", - "iopub.status.idle": "2023-12-05T01:43:44.535888Z", - "shell.execute_reply": "2023-12-05T01:43:44.535173Z" + "iopub.execute_input": "2023-12-07T04:41:09.032501Z", + "iopub.status.busy": "2023-12-07T04:41:09.032150Z", + "iopub.status.idle": "2023-12-07T04:41:09.276784Z", + "shell.execute_reply": "2023-12-07T04:41:09.276150Z" }, "scrolled": true }, @@ -923,10 +923,10 @@ "execution_count": 19, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:44.538967Z", - "iopub.status.busy": "2023-12-05T01:43:44.538497Z", - "iopub.status.idle": "2023-12-05T01:43:44.817430Z", - "shell.execute_reply": "2023-12-05T01:43:44.816799Z" + "iopub.execute_input": "2023-12-07T04:41:09.281164Z", + "iopub.status.busy": "2023-12-07T04:41:09.279804Z", + "iopub.status.idle": "2023-12-07T04:41:09.559623Z", + "shell.execute_reply": "2023-12-07T04:41:09.558950Z" }, "scrolled": true }, @@ -959,10 +959,10 @@ "execution_count": 20, "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:44.820336Z", - "iopub.status.busy": "2023-12-05T01:43:44.819894Z", - "iopub.status.idle": "2023-12-05T01:43:44.824206Z", - "shell.execute_reply": "2023-12-05T01:43:44.823617Z" + "iopub.execute_input": "2023-12-07T04:41:09.564300Z", + "iopub.status.busy": "2023-12-07T04:41:09.563137Z", + "iopub.status.idle": "2023-12-07T04:41:09.568727Z", + "shell.execute_reply": "2023-12-07T04:41:09.568140Z" }, "nbsphinx": "hidden" }, diff --git a/master/.doctrees/nbsphinx/tutorials/token_classification.ipynb b/master/.doctrees/nbsphinx/tutorials/token_classification.ipynb index 7a63074d4..826256222 100644 --- a/master/.doctrees/nbsphinx/tutorials/token_classification.ipynb +++ b/master/.doctrees/nbsphinx/tutorials/token_classification.ipynb @@ -75,10 +75,10 @@ "id": "ae8a08e0", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:49.590574Z", - "iopub.status.busy": "2023-12-05T01:43:49.590060Z", - "iopub.status.idle": "2023-12-05T01:43:51.122488Z", - "shell.execute_reply": "2023-12-05T01:43:51.121834Z" + "iopub.execute_input": "2023-12-07T04:41:14.043571Z", + "iopub.status.busy": "2023-12-07T04:41:14.042980Z", + "iopub.status.idle": "2023-12-07T04:41:15.338592Z", + "shell.execute_reply": "2023-12-07T04:41:15.337945Z" } }, "outputs": [ @@ -86,7 +86,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "--2023-12-05 01:43:49-- https://data.deepai.org/conll2003.zip\r\n", + "--2023-12-07 04:41:14-- https://data.deepai.org/conll2003.zip\r\n", "Resolving data.deepai.org (data.deepai.org)... " ] }, @@ -94,8 +94,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "169.150.249.168, 2400:52e0:1a01::995:1\r\n", - "Connecting to data.deepai.org (data.deepai.org)|169.150.249.168|:443... connected.\r\n", + "185.93.1.251, 2400:52e0:1a00::845:1\r\n", + "Connecting to data.deepai.org (data.deepai.org)|185.93.1.251|:443... connected.\r\n", "HTTP request sent, awaiting response... 200 OK\r\n", "Length: 982975 (960K) [application/zip]\r\n", "Saving to: ‘conll2003.zip’\r\n", @@ -109,9 +109,9 @@ "output_type": "stream", "text": [ "\r", - "conll2003.zip 100%[===================>] 959.94K --.-KB/s in 0.05s \r\n", + "conll2003.zip 100%[===================>] 959.94K --.-KB/s in 0.09s \r\n", "\r\n", - "2023-12-05 01:43:49 (17.6 MB/s) - ‘conll2003.zip’ saved [982975/982975]\r\n", + "2023-12-07 04:41:14 (10.4 MB/s) - ‘conll2003.zip’ saved [982975/982975]\r\n", "\r\n", "mkdir: cannot create directory ‘data’: File exists\r\n" ] @@ -131,16 +131,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "--2023-12-05 01:43:50-- https://cleanlab-public.s3.amazonaws.com/TokenClassification/pred_probs.npz\r\n", - "Resolving cleanlab-public.s3.amazonaws.com (cleanlab-public.s3.amazonaws.com)... 54.231.195.193, 54.231.171.209, 16.182.97.33, ...\r\n", - "Connecting to cleanlab-public.s3.amazonaws.com (cleanlab-public.s3.amazonaws.com)|54.231.195.193|:443... " - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "connected.\r\n" + "--2023-12-07 04:41:14-- https://cleanlab-public.s3.amazonaws.com/TokenClassification/pred_probs.npz\r\n", + "Resolving cleanlab-public.s3.amazonaws.com (cleanlab-public.s3.amazonaws.com)... 52.217.204.129, 52.217.123.81, 52.217.43.4, ...\r\n", + "Connecting to cleanlab-public.s3.amazonaws.com (cleanlab-public.s3.amazonaws.com)|52.217.204.129|:443... connected.\r\n" ] }, { @@ -167,15 +160,7 @@ "output_type": "stream", "text": [ "\r", - "pred_probs.npz 1%[ ] 262.64K 1.22MB/s " - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\r", - "pred_probs.npz 27%[====> ] 4.49M 10.6MB/s " + "pred_probs.npz 63%[===========> ] 10.27M 51.1MB/s " ] }, { @@ -183,10 +168,9 @@ "output_type": "stream", "text": [ "\r", - "pred_probs.npz 97%[==================> ] 15.78M 24.9MB/s \r", - "pred_probs.npz 100%[===================>] 16.26M 25.5MB/s in 0.6s \r\n", + "pred_probs.npz 100%[===================>] 16.26M 66.4MB/s in 0.2s \r\n", "\r\n", - "2023-12-05 01:43:51 (25.5 MB/s) - ‘pred_probs.npz’ saved [17045998/17045998]\r\n", + "2023-12-07 04:41:15 (66.4 MB/s) - ‘pred_probs.npz’ saved [17045998/17045998]\r\n", "\r\n" ] } @@ -203,10 +187,10 @@ "id": "439b0305", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:51.125327Z", - "iopub.status.busy": "2023-12-05T01:43:51.124917Z", - "iopub.status.idle": "2023-12-05T01:43:52.131351Z", - "shell.execute_reply": "2023-12-05T01:43:52.130658Z" + "iopub.execute_input": "2023-12-07T04:41:15.341508Z", + "iopub.status.busy": "2023-12-07T04:41:15.341086Z", + "iopub.status.idle": "2023-12-07T04:41:16.365153Z", + "shell.execute_reply": "2023-12-07T04:41:16.364552Z" }, "nbsphinx": "hidden" }, @@ -217,7 +201,7 @@ "dependencies = [\"cleanlab\"]\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@4ac43c0a2654179732cafc704e807c3c5c9ec1f1\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@2e3608a2d8561e6936e510f72cfeb3da16fe6824\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", @@ -243,10 +227,10 @@ "id": "a1349304", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:52.134324Z", - "iopub.status.busy": "2023-12-05T01:43:52.133954Z", - "iopub.status.idle": "2023-12-05T01:43:52.137696Z", - "shell.execute_reply": "2023-12-05T01:43:52.137110Z" + "iopub.execute_input": "2023-12-07T04:41:16.368121Z", + "iopub.status.busy": "2023-12-07T04:41:16.367571Z", + "iopub.status.idle": "2023-12-07T04:41:16.371236Z", + "shell.execute_reply": "2023-12-07T04:41:16.370606Z" } }, "outputs": [], @@ -296,10 +280,10 @@ "id": "ab9d59a0", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:52.140343Z", - "iopub.status.busy": "2023-12-05T01:43:52.139893Z", - "iopub.status.idle": "2023-12-05T01:43:52.143000Z", - "shell.execute_reply": "2023-12-05T01:43:52.142498Z" + "iopub.execute_input": "2023-12-07T04:41:16.373741Z", + "iopub.status.busy": "2023-12-07T04:41:16.373309Z", + "iopub.status.idle": "2023-12-07T04:41:16.376585Z", + "shell.execute_reply": "2023-12-07T04:41:16.375976Z" }, "nbsphinx": "hidden" }, @@ -317,10 +301,10 @@ "id": "519cb80c", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:52.145232Z", - "iopub.status.busy": "2023-12-05T01:43:52.144859Z", - "iopub.status.idle": "2023-12-05T01:43:59.953175Z", - "shell.execute_reply": "2023-12-05T01:43:59.952555Z" + "iopub.execute_input": "2023-12-07T04:41:16.378909Z", + "iopub.status.busy": "2023-12-07T04:41:16.378487Z", + "iopub.status.idle": "2023-12-07T04:41:24.315036Z", + "shell.execute_reply": "2023-12-07T04:41:24.314323Z" } }, "outputs": [], @@ -394,10 +378,10 @@ "id": "202f1526", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:59.956092Z", - "iopub.status.busy": "2023-12-05T01:43:59.955755Z", - "iopub.status.idle": "2023-12-05T01:43:59.962281Z", - "shell.execute_reply": "2023-12-05T01:43:59.961808Z" + "iopub.execute_input": "2023-12-07T04:41:24.317975Z", + "iopub.status.busy": "2023-12-07T04:41:24.317772Z", + "iopub.status.idle": "2023-12-07T04:41:24.323953Z", + "shell.execute_reply": "2023-12-07T04:41:24.323428Z" }, "nbsphinx": "hidden" }, @@ -437,10 +421,10 @@ "id": "a4381f03", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:43:59.964631Z", - "iopub.status.busy": "2023-12-05T01:43:59.964268Z", - "iopub.status.idle": "2023-12-05T01:44:00.366115Z", - "shell.execute_reply": "2023-12-05T01:44:00.365413Z" + "iopub.execute_input": "2023-12-07T04:41:24.326333Z", + "iopub.status.busy": "2023-12-07T04:41:24.325967Z", + "iopub.status.idle": "2023-12-07T04:41:24.730048Z", + "shell.execute_reply": "2023-12-07T04:41:24.729402Z" } }, "outputs": [], @@ -477,10 +461,10 @@ "id": "7842e4a3", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:44:00.369246Z", - "iopub.status.busy": "2023-12-05T01:44:00.368866Z", - "iopub.status.idle": "2023-12-05T01:44:00.374081Z", - "shell.execute_reply": "2023-12-05T01:44:00.373558Z" + "iopub.execute_input": "2023-12-07T04:41:24.732987Z", + "iopub.status.busy": "2023-12-07T04:41:24.732598Z", + "iopub.status.idle": "2023-12-07T04:41:24.738891Z", + "shell.execute_reply": "2023-12-07T04:41:24.738390Z" } }, "outputs": [ @@ -552,10 +536,10 @@ "id": "2c2ad9ad", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:44:00.376517Z", - "iopub.status.busy": "2023-12-05T01:44:00.376151Z", - "iopub.status.idle": "2023-12-05T01:44:02.285173Z", - "shell.execute_reply": "2023-12-05T01:44:02.284273Z" + "iopub.execute_input": "2023-12-07T04:41:24.741354Z", + "iopub.status.busy": "2023-12-07T04:41:24.741006Z", + "iopub.status.idle": "2023-12-07T04:41:26.651496Z", + "shell.execute_reply": "2023-12-07T04:41:26.650680Z" } }, "outputs": [], @@ -577,10 +561,10 @@ "id": "95dc7268", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:44:02.288713Z", - "iopub.status.busy": "2023-12-05T01:44:02.288137Z", - "iopub.status.idle": "2023-12-05T01:44:02.295021Z", - "shell.execute_reply": "2023-12-05T01:44:02.294373Z" + "iopub.execute_input": "2023-12-07T04:41:26.655014Z", + "iopub.status.busy": "2023-12-07T04:41:26.654240Z", + "iopub.status.idle": "2023-12-07T04:41:26.661188Z", + "shell.execute_reply": "2023-12-07T04:41:26.660456Z" } }, "outputs": [ @@ -616,10 +600,10 @@ "id": "e13de188", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:44:02.297609Z", - "iopub.status.busy": "2023-12-05T01:44:02.297251Z", - "iopub.status.idle": "2023-12-05T01:44:02.315030Z", - "shell.execute_reply": "2023-12-05T01:44:02.314487Z" + "iopub.execute_input": "2023-12-07T04:41:26.664159Z", + "iopub.status.busy": "2023-12-07T04:41:26.663689Z", + "iopub.status.idle": "2023-12-07T04:41:26.682464Z", + "shell.execute_reply": "2023-12-07T04:41:26.681937Z" } }, "outputs": [ @@ -797,10 +781,10 @@ "id": "e4a006bd", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:44:02.317351Z", - "iopub.status.busy": "2023-12-05T01:44:02.317151Z", - "iopub.status.idle": "2023-12-05T01:44:02.352120Z", - "shell.execute_reply": "2023-12-05T01:44:02.351507Z" + "iopub.execute_input": "2023-12-07T04:41:26.684922Z", + "iopub.status.busy": "2023-12-07T04:41:26.684558Z", + "iopub.status.idle": "2023-12-07T04:41:26.716491Z", + "shell.execute_reply": "2023-12-07T04:41:26.715991Z" } }, "outputs": [ @@ -902,10 +886,10 @@ "id": "c8f4e163", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:44:02.354403Z", - "iopub.status.busy": "2023-12-05T01:44:02.354198Z", - "iopub.status.idle": "2023-12-05T01:44:02.361219Z", - "shell.execute_reply": "2023-12-05T01:44:02.360712Z" + "iopub.execute_input": "2023-12-07T04:41:26.718886Z", + "iopub.status.busy": "2023-12-07T04:41:26.718501Z", + "iopub.status.idle": "2023-12-07T04:41:26.726827Z", + "shell.execute_reply": "2023-12-07T04:41:26.726329Z" } }, "outputs": [ @@ -979,10 +963,10 @@ "id": "db0b5179", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:44:02.363679Z", - "iopub.status.busy": "2023-12-05T01:44:02.363216Z", - "iopub.status.idle": "2023-12-05T01:44:04.131259Z", - "shell.execute_reply": "2023-12-05T01:44:04.130633Z" + "iopub.execute_input": "2023-12-07T04:41:26.729133Z", + "iopub.status.busy": "2023-12-07T04:41:26.728931Z", + "iopub.status.idle": "2023-12-07T04:41:28.537835Z", + "shell.execute_reply": "2023-12-07T04:41:28.537244Z" } }, "outputs": [ @@ -1154,10 +1138,10 @@ "id": "a18795eb", "metadata": { "execution": { - "iopub.execute_input": "2023-12-05T01:44:04.133823Z", - "iopub.status.busy": "2023-12-05T01:44:04.133612Z", - "iopub.status.idle": "2023-12-05T01:44:04.137902Z", - "shell.execute_reply": "2023-12-05T01:44:04.137368Z" + "iopub.execute_input": 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  • imbalance
  • null
    • +
  • regression +
  • report
    • @@ -243,52 +247,52 @@
  • dataset
  • outlier
  • multiannotator
    • -
  • multilabel_classification

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