Metadata-Version: 2.1
Name: metalearners
Version: 0.4.2
Summary: MetaLearners for CATE estimation
Author-email: "QuantCo, Inc." <noreply@quantco.com>
Project-URL: repository, https://github.com/quantco/metalearners
Classifier: License :: OSI Approved :: BSD License
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Requires-Python: >=3.10
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: scikit-learn>=1.3
Requires-Dist: pandas
Requires-Dist: numpy
Requires-Dist: typing-extensions
Requires-Dist: git_root
Requires-Dist: shap
Requires-Dist: joblib>=1.2.0

# metalearners

MetaLearners for CATE estimation

## Installation

You can install the package in development mode using:

```bash
git clone https://github.com/quantco/metalearners
cd metalearners

# create and activate a fresh environment named metalearners
# see environment.yml for details
micromamba create -f environment.yml
micromamba activate metalearners

pre-commit install
pip install --no-build-isolation -e .
```

## Credits

Original implementation by @FrancescMartiEscofetQC and @kklein.
