Topics / #datascience
Datascience projects on GitHub
Learning resources and tooling for data science workflows and analysis.
As of , the most-starred Datascience projects on GitHub are taipy (19.4K stars), ds-cheatsheets (16.4K stars) and Virgilio (15K stars). GitHub.Locker tracks 5 Datascience repositories with 71.5K stars combined. The fastest-growing on October 16 was metaflow, with +2 stars in a day.
Hot right now
Most stars gained in a day · Oct 16
+2metaflow
Netflix/metaflow · ★ 10.3KMetaflow is an open-source Python framework for building, managing and deploying real-life AI and ML systems — from quick prototyping in notebooks to reliable production deployments.
+1taipy
Avaiga/taipy · ★ 19.4KTaipy is a Python framework that turns data and AI code into production-ready web applications, taking you from a simple pilot script to a deployable app without extra web development work.
+1ds-cheatsheets
FavioVazquez/ds-cheatsheets · ★ 16.4KA curated list of data science cheatsheets covering Python, R, math, big data, machine learning, deep learning, SQL, and data visualization, meant to be a quick-reference collection rather than a tutorial.
The all-time top
5 projects · by stars
- 19.4K
#1 · Avaiga/taipytaipy
Taipy is a Python framework that turns data and AI code into production-ready web applications, taking you from a simple pilot script to a deployable app without extra web development work.
- 16.4K
#2 · FavioVazquez/ds-cheatsheetsds-cheatsheets
A curated list of data science cheatsheets covering Python, R, math, big data, machine learning, deep learning, SQL, and data visualization, meant to be a quick-reference collection rather than a tutorial.
- 15K
#3 · virgili0/Virgilio
Virgilio
A free, open-source initiative that mentors anyone into Data Science: instead of drowning in a chaotic jungle of tutorials, you follow structured learning paths it has put together.
- 4

modin
10.4Kmodin-project/modin · PythonModin is a drop-in replacement for pandas: you keep the same API and syntax, but your workflows run on all of your CPU cores instead of a single thread. Change one import line and your existing pandas code just runs faster.
- 5

metaflow
10.3KNetflix/metaflow · PythonMetaflow is an open-source Python framework for building, managing and deploying real-life AI and ML systems — from quick prototyping in notebooks to reliable production deployments.
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Often tagged together
- data-science231
- python2,383
- open-source5,666
- apache-2.01,434
- big-data59
- deep-learning737
- machine-learning916
- ai1,955
- cli2,227
- curated-list634
- data-visualization201
- developers435
- distributed-systems270
- education933
- framework758
- hacktoberfest454
- linux4,184
- macos3,544
- mlops47
- orchestration218
- pandas44
- pipeline23
- scalability57
- sql206