diff --git a/estimators/__init__.py b/estimators/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/basic-usage.py b/estimators/basic-usage.py
similarity index 100%
rename from basic-usage.py
rename to estimators/basic-usage.py
diff --git a/cressieread.py b/estimators/cressieread.py
similarity index 100%
rename from cressieread.py
rename to estimators/cressieread.py
diff --git a/ds_parse.py b/estimators/ds_parse.py
similarity index 100%
rename from ds_parse.py
rename to estimators/ds_parse.py
diff --git a/ips_snips.py b/estimators/ips_snips.py
similarity index 100%
rename from ips_snips.py
rename to estimators/ips_snips.py
diff --git a/mle.py b/estimators/mle.py
similarity index 100%
rename from mle.py
rename to estimators/mle.py
diff --git a/pseudo_inverse.py b/estimators/pseudo_inverse.py
similarity index 100%
rename from pseudo_inverse.py
rename to estimators/pseudo_inverse.py
diff --git a/estimators/test/__pycache__/test_pi.cpython-36-pytest-6.2.2.pyc b/estimators/test/__pycache__/test_pi.cpython-36-pytest-6.2.2.pyc
new file mode 100644
index 0000000..55c0564
Binary files /dev/null and b/estimators/test/__pycache__/test_pi.cpython-36-pytest-6.2.2.pyc differ
diff --git a/test/test_pi.py b/estimators/test/test_pi.py
similarity index 100%
rename from test/test_pi.py
rename to estimators/test/test_pi.py
diff --git a/setup.py b/setup.py
new file mode 100644
index 0000000..d4e05d9
--- /dev/null
+++ b/setup.py
@@ -0,0 +1,30 @@
+import setuptools
+
+MAJOR               = 1
+MINOR               = 0
+MICRO               = 0
+VERSION             = f"{MAJOR}.{MINOR}.{MICRO}"
+
+with open("README.md", "r") as f:
+    long_description = f.read()
+
+setuptools.setup(
+    name="vw-estimators",
+    version=VERSION,
+    description="Python package of estimators to perform off-policy evaluation ",
+    long_description=long_description,
+    long_description_content_type="text/markdown",
+    url="https://github.com/VowpalWabbit/estimators.git",
+    license="BSD 3-Clause License",
+    classifiers=[
+        "Intended Audience :: Science/Research",
+        "License :: OSI Approved :: BSD License",
+        "Programming Language :: Python :: 3.6",
+        "Operating System :: OS Independent",
+        "Topic :: Scientific/Engineering"
+    ],
+    packages=["estimators"],
+    install_requires= ['scipy>=0.9'],
+    tests_require=['pytest'],
+    python_requires=">=3.6",
+)
\ No newline at end of file