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Awesome Python Data Science

Probably the best curated list of data science software in Python.

krzjoa/awesome-python-data-science #awesome #awesome-list #awesome-python #data-analysis #data-science #data-visualization #deep-learning #machine-learning #python #scikit-learn #statistics
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3,497
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357
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351
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500
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453
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15

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Topic: gbdt
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dmlc/xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

Stack
C++ CMake Maven PEP 517
GitHub topics
#distributed-systems #gbdt #gbm #gbrt #machine-learning #xgboost
Updated
2026-07-14
Lists
4 list mentions
First commit
2014-02-06
License
Apache-2.0
Issues
474 open
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28,561
stars
Forks
8,879
Commits
7,868 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
Website GitHub
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
Sign in to like lightgbm-org/LightGBM
18,569
stars
Forks
4,036
Commits
3,844 commits
Star growth, last 7 days
0 0.0%
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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
Star growth, last 7 days
0 0.0%
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0 0.0%
Website GitHub