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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. You get to choose from ``skglm``'s already-made estimators or **customize your own** by combining the available datafits and penalty.
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