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Awesome Python

An opinionated list of Python frameworks, libraries, tools, and resources

vinta/awesome-python #awesome #collections #python #python-frameworks #python-libraries #python-tools
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Topic: decision-trees
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lightgbm-org/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 tasks.

Stack
C++ CMake .NET SDK PEP 517
GitHub topics
#data-mining #decision-trees #distributed #gbdt #gbm #gbrt
Updated
2026-07-15
Lists
3 list mentions
First commit
2016-08-05
License
MIT
Issues
511 open
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18,569
stars
Forks
4,036
Commits
3,844 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
Website GitHub
catboost/catboost

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.

Stack
C++ Cargo CMake Conan
GitHub topics
#big-data #catboost #categorical-features #coreml #cuda #data-mining
Updated
2026-07-15
Lists
4 list mentions
First commit
2017-07-18
License
Apache-2.0
Issues
710 open
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9,025
stars
Forks
1,312
Commits
50,592 commits
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0 0.0%
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0 0.0%
Website GitHub