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Merge pull request #120 from Quantmetry/dev
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README.rst

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.. |Commits| image:: https://img.shields.io/github/commits-since/Quantmetry/qolmat/latest/main
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.. _Commits: https://github.com/Quantmetry/qolmat/commits/main
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.. |Codecov| image:: https://codecov.io/gh/quantmetry/qolmat/branch/master/graph/badge.svg
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.. |Codecov| image:: https://codecov.io/gh/quantmetry/qolmat/branch/main/graph/badge.svg
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.. _Codecov: https://codecov.io/gh/quantmetry/qolmat
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.. image:: https://raw.githubusercontent.com/Quantmetry/qolmat/main/docs/images/logo.png
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**How does Qolmat work ?**
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| Qolmat allows model selection for scikit-learn compatible imputation algorithms, by performing three steps pictured below:
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Qolmat allows model selection for scikit-learn compatible imputation algorithms, by performing three steps pictured below:
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1) For each of the K folds, Qolmat artificially masks a set of observed values using a default or user specified `hole generator <explanation.html#hole-generator>`_.
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2) For each fold and each compared `imputation method <imputers.html>`_, Qolmat fills both the missing and the masked values, then computes each of the default or user specified `performance metrics <explanation.html#metrics>`_.
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3) For each compared imputer, Qolmat pools the computed metrics from the K folds into a single value.

setup.py

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"jroussel@quantmetry.com, "
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"akngoho@quantmetry.com, "
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"chprat@quantmetry.com, "
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"gsaes@quantmetry.com"
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"gsaes@quantmetry.com, "
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"mabidi.quantmetry.com"
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)
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URL = "https://github.com/Quantmetry/qolmat"
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DOWNLOAD_URL = "https://pypi.org/project/qolmat/#files"

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