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Python implementations of the AdaBoost and Gradient-Boosting classification / regression algorithms.

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.gitignore
.gitignore
 
 
README.md
README.md
 
 
adaboost.py
adaboost.py
 
 
adaboost_test.py
adaboost_test.py
 
 
decision_tree_regressor.py
decision_tree_regressor.py
 
 
decision_tree_regressor_test.py
decision_tree_regressor_test.py
 
 
gradient_boosting_regressor.py
gradient_boosting_regressor.py
 
 
gradient_boosting_regressor_test.py
gradient_boosting_regressor_test.py
 
 

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Boosting

Python implementations of the AdaBoost and Gradient-Boosting classification / regression algorithms.

As acurate as the scikit-learn implementation, only much slower...

TODO:

  • C++ implementation / Numba performance improvements

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Python implementations of the AdaBoost and Gradient-Boosting classification / regression algorithms.

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ensemble-learning adaboost decision-trees gradient-boosting boosting

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