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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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List stars: 3,497
README repos: 357
Indexed repos: 351
List commits: 500
Forks: 453
Open issues: 15

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Latest scan 2026-07-17 10:49

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4 repos matching these filters.

Topic: reproducibility

Latest repo push 2026-07-17

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treeverse/dvc

🦉 Data Versioning and ML Experiments

Stack

Python PEP 517

GitHub topics

#ai #data-science #data-version-control #developer-tools #machine-learning #reproducibility

Updated: 2026-07-14
Lists: 3 list mentions
First commit: 2017-03-04
License: Apache-2.0
Issues: 191 open

15,755

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Forks: 1,313
Commits: 9,566 commits
Star growth, last 7 days: +16 +0.1%
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IDSIA/sacred

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

Stack

Python PEP 517 pip

GitHub topics

#infrastructure #machine-learning #mongodb #python #reproducibility #reproducible-research

Updated: 2025-10-22
Lists: 2 list mentions
First commit: 2014-03-31
License: MIT
Issues: 107 open

4,367

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Forks: 392
Commits: 1,354 commits
Star growth, last 7 days: No 7-day history
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catalyst-team/catalyst

Accelerated deep learning R&D

Stack

Python PEP 517 pip

GitHub topics

#computer-vision #deep-learning #distributed-computing #image-classification #image-processing #image-segmentation

Updated: 2025-06-27
Lists: 2 list mentions
First commit: 2018-08-20
License: Apache-2.0
Issues: 4 open

3,373

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Forks: 399
Commits: 1,698 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

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rlworkgroup/garage

A toolkit for reproducible reinforcement learning research.

Stack

Python pip

GitHub topics

#pytorch #reproducibility #rl-algorithms #tensorflow

Updated: 2023-05-04
Lists: 2 list mentions
First commit: 2016-04-24
License: MIT
Issues: 234 open

2,111

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Forks: 326
Commits: 1,221 commits
Star growth, last 7 days: No 7-day history
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Default branch: master
Last pushed: 2026-04-13
GitHub updated: 2026-07-17
Created: 2017-12-21
First commit: -
Last scanned: 2026-07-17 10:49
Watchers: 60

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Repo stars: 2,240,148
Repo forks: 496,721
Active: 329
Archived: 22

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Python (273) Jupyter Notebook (35) C++ (27) TypeScript (4) C (3) JavaScript (2) Rust (2) Go (1) HTML (1) Java (1)

Awesome Python Data Science

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