Auto_ML is a Python-based library designed to automate the whole machine learning process. It focuses on simplifying the model selection, feature engineering, hyperparameter tuning, data formatting, robust scaling and analytics. It supports binary and multiclass classification, regression, linear-model-esque interpretation from non-linear models, feature learning, and categorical ensembling. The package includes traditional models, as well as deep learning models, gradient boost models, and catboost models.
Link: https://pypi.org/project/auto_ml/
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