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TabPFN: Add Regression and option to have no labels for test data #1567

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merged 6 commits into from
Jan 17, 2025

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anuprulez
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@anuprulez anuprulez commented Jan 17, 2025

The PR adds:

  • Method to perform regression
  • Allow test data to have no labels
  • Prediction plots for classification and regression tasks
  • Performance metrics
  • More tests

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ping @bgruening thanks!

<option value="Regression" selected="false"></option>
</param>
<param name="train_data" type="data" format="tabular" label="Train data" help="Please provide training data for training model. It should contain labels/class/target in the last column"/>
<param name="testhaslabels" type="boolean" truevalue="haslabels" falsevalue="" checked="false" label="Does test data contain labels?" help="Set this parameter when test data contains labels" />
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maybe move this one below the test_data?

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yes, done!

@bgruening bgruening merged commit e87b82b into bgruening:master Jan 17, 2025
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Cool, will be installed tomorrow.

@anuprulez anuprulez deleted the enhancements_tabpfn branch January 20, 2025 08:26
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2 participants