Metadata-Version: 2.1
Name: hello_chp
Version: 0.0.27
Summary: A Python library for optimal data imputation.
Home-page: https://github.com/Quantmetry/qolmat
Download-URL: https://pypi.org/project/qolmat/#files
Author: 
Hong-Lan Botterman,
Julien Roussel,
Thomas Morzadec,
Rima Hajou,
Firas Dakhli,
Anh Khoa Ngo Ho,
Charles-Henri Prat

Author-email: 
hlbotterman@quantmetry.com,
jroussel@quantmetry.com,
tmorzadec@quantmetry.com,
rhajou@quantmetry.com,
fdakhli@quantmetry.com,
angoho@quantmetry.com,
chprat@quantmetry.com

License: new BSD
Project-URL: Bug Tracker, https://github.com/Quantmetry/qolmat
Project-URL: Documentation, https://qolmat.readthedocs.io/en/latest/
Project-URL: Source Code, https://github.com/Quantmetry/qolmat
Classifier: Intended Audience :: Science/Research
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved
Classifier: Topic :: Software Development
Classifier: Topic :: Scientific/Engineering
Classifier: Operating System :: Microsoft :: Windows
Classifier: Operating System :: POSIX
Classifier: Operating System :: Unix
Classifier: Operating System :: MacOS
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Requires-Python: >=3.8
Description-Content-Type: text/x-rst
License-File: LICENSE
License-File: AUTHORS.rst
Requires-Dist: dcor>=0.6
Requires-Dist: hyperopt
Requires-Dist: numpy>=1.19
Requires-Dist: packaging
Requires-Dist: pandas>=1.3
Requires-Dist: scikit-learn
Requires-Dist: scipy
Requires-Dist: statsmodels>=0.14
Provides-Extra: tests
Requires-Dist: flake8; extra == "tests"
Requires-Dist: mypy; extra == "tests"
Requires-Dist: pandas; extra == "tests"
Requires-Dist: pytest; extra == "tests"
Requires-Dist: pytest-cov; extra == "tests"
Requires-Dist: typed-ast; extra == "tests"
Provides-Extra: docs
Requires-Dist: numpydoc; extra == "docs"
Requires-Dist: sphinx; extra == "docs"
Requires-Dist: sphinx-gallery; extra == "docs"
Requires-Dist: sphinx_rtd_theme; extra == "docs"
Requires-Dist: typing_extensions; extra == "docs"
Provides-Extra: pytorch
Requires-Dist: torch==2.0.1; extra == "pytorch"

.. -*- mode: rst -*-

.. image:: https://raw.githubusercontent.com/Quantmetry/qolmat/main/docs/images/logo.png
    :align: center

Qolmat -  The Tool for Data Imputation
======================================

**Qolmat** provides a convenient way to estimate optimal data imputation techniques by leveraging scikit-learn-compatible algorithms. Users can compare various methods based on different evaluation metrics.

🔗 Requirements
===============

Python 3.8+

🛠 Installation
===============

Qolmat can be installed in different ways:

.. code:: sh

    $ pip install qolmat  # installation via `pip`
    $ pip install qolmat[tensorflow] # if you need tensorflow
    $ pip install git+https://github.com/Quantmetry/qolmat  # or directly from the github repository
