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DOC - Add logo to skglm (scikit-learn-contrib#204)
Co-authored-by: Badr-MOUFAD <[email protected]>
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README.md

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<section align="center">
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# ``skglm``
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<img src="doc/_static/images/logo.svg" alt="skglm logo" width="34%" align="center"/>
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## A fast ⚡ and modular ⚒️ scikit-learn replacement for sparse GLMs
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</section>
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![build](https://github.com/scikit-learn-contrib/skglm/workflows/pytest/badge.svg)
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![License](https://img.shields.io/badge/License-BSD_3--Clause-blue.svg)
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[![Downloads](https://static.pepy.tech/badge/skglm)](https://pepy.tech/project/skglm)
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[![Downloads](https://static.pepy.tech/badge/skglm/month)](https://pepy.tech/project/skglm)
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[![PyPI version](https://badge.fury.io/py/skglm.svg)](https://pypi.org/project/skglm/)
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</section>
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``skglm`` is a Python package that offers **fast estimators** for sparse Generalized Linear Models (GLMs) that are **100% compatible with ``scikit-learn``**. It is **highly flexible** and supports a wide range of GLMs.
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You get to choose from ``skglm``'s already-made estimators or **customize your own** by combining the available datafits and penalties.
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