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1. LightGBM LightGBM Public

   Forked from microsoft/LightGBM

   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 …

   C++

2. shap shap Public

   Forked from shap/shap

   A game theoretic approach to explain the output of any machine learning model.

   Jupyter Notebook

3. pandarallel pandarallel Public

   Forked from nalepae/pandarallel

   A simple and efficient tool to parallelize Pandas operations on all available CPUs

   Python

4. lime lime Public

   Forked from marcotcr/lime

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5. interpret interpret Public

   Forked from interpretml/interpret

   Fit interpretable machine learning models. Explain blackbox machine learning.

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6. advisor advisor Public

   Forked from tobegit3hub/advisor

   Open-source implementation of Google Vizier for hyper parameters tuning

   Jupyter Notebook