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catboost/catboost

A high-performance gradient boosting library for machine learning tasks on CPUs and GPUs.

8.8K

Active

C++

ML Ops

API Frameworks

Python

#machine-learning#gradient-boosting#decision-trees

mljar/mljar-supervised

An AutoML Python package for tabular data with feature engineering, hyperparameter tuning, and automatic documentation.

3.2K

Experimental

Python

ML Ops

Databases

Python

#automated-machine-learning#automl#tabular-data

benedekrozemberczki/awesome-decision-tree-papers

A curated collection of research papers on decision, classification and regression trees with implementations.

2.5K

Stable

Python

Machine Learning Research

Machine Learning

Python

#decision-trees#classification-models#regression-trees

catboost/tutorials

CatBoost tutorials repository providing hands-on examples and guides for the open-source machine learning library.

1.1K

Active

Jupyter Notebook

Tutorials & Courses

Machine Learning

Jupyter Notebook

#machine-learning#data-science#tutorials

benedekrozemberczki/awesome-gradient-boosting-papers

A curated list of gradient boosting research papers with implementations in Python.

1.0K

Active

Python

Machine Learning Ops

API Frameworks

Python

#machine-learning#classification#gradient-boosting

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