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Awesome List
Probably the best curated list of data science software in Python.
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A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
A hyperparameter optimization framework
:chart_with_upwards_trend: Adaptive: parallel active learning of mathematical functions