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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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522
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2,465
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28,337
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19

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Topic: parallel
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ray-project/ray

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

AI dev
Stack
Python Celery FastAPI pytest React Maven npm PEP 517
GitHub topics
#data-science #deep-learning #deployment #distributed #hyperparameter-optimization #hyperparameter-search
Updated
2026-07-16
Lists
4 list mentions
First commit
2016-02-07
License
Apache-2.0
Issues
3,449 open
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43,253
stars
Forks
7,796
Commits
31,066 commits
Star growth, last 7 days
0 0.0%
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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
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18,569
stars
Forks
4,036
Commits
3,844 commits
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0 0.0%
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0 0.0%
Website GitHub