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The Top 10 Gradient Boosting Open Source Projects

Open source projects categorized as Gradient Boosting
Categories  > Machine Learning  > Gradient Boosting
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shap/shap ⭐ 24,967
A game theoretic approach to explain the output of any machine learning model.
dependent packages 0 total releases 0 most recent commit 5 months ago
microsoft/LightGBM ⭐ 15,819
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.
dependent packages 0 total releases 0 most recent commit over 2 years ago
ddbourgin/numpy-ml ⭐ 14,162
Machine learning, in numpy
dependent packages 0 total releases 0 most recent commit over 2 years ago
EpistasisLab/tpot ⭐ 9,385
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
dependent packages 0 total releases 0 most recent commit over 2 years ago
catboost/catboost ⭐ 7,564
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
dependent packages 0 total releases 0 most recent commit over 2 years ago
interpretml/interpret ⭐ 5,885
Fit interpretable models. Explain blackbox machine learning.
dependent packages 0 total releases 0 most recent commit over 2 years ago
benedekrozemberczki/awesome-decision-tree-papers ⭐ 2,266
A collection of research papers on decision, classification and regression trees with implementations.
dependent packages 0 total releases 0 most recent commit over 2 years ago
stanfordmlgroup/ngboost ⭐ 1,543
Natural Gradient Boosting for Probabilistic Prediction
dependent packages 0 total releases 0 most recent commit over 2 years ago
ClimbsRocks/auto_ml ⭐ 1,442
[UNMAINTAINED] Automated machine learning for analytics & production
dependent packages 0 total releases 0 most recent commit about 7 years ago
benedekrozemberczki/awesome-fraud-detection-papers ⭐ 1,364
A curated list of data mining papers about fraud detection.
dependent packages 0 total releases 0 most recent commit about 3 years ago
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