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Awesome Python

The definitive list that answers "I want to do X in Python, which tool should I use?"

vinta/awesome-python #awesome #awesome-list #python #python-frameworks #python-libraries #python-tools
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573
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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
2026-09-11
Lists
5 list mentions
First commit
2016-02-07
License
Apache-2.0
Issues
3,571 open
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43,770
stars
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8,019
Commits
31,669 commits
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No 7-day history
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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
2026-09-08
Lists
3 list mentions
First commit
2016-08-05
License
MIT
Issues
511 open
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18,755
stars
Forks
4,065
Commits
3,877 commits
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No 7-day history
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Website GitHub