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Awesome Python Data Science
Probably the best curated list of data science software in Python.
krzjoa/awesome-python-data-science
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#awesome-list
#awesome-python
#data-analysis
#data-science
#data-visualization
#deep-learning
#machine-learning
#python
#scikit-learn
#statistics
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- 500
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gradio-app/gradio
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
AI dev
GitHub topics
- Updated
- 2026-09-16
- Lists
- 4 list mentions
- First commit
- 2018-09-19
- License
- Apache-2.0
- Issues
- 121 open
43,542
stars
- Forks
- 3,599
- Commits
- 8,811 commits
- Star growth, last 7 days
- No 7-day history
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- No 7-day history
Lightning-AI/pytorch-lightning
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
- Updated
- 2026-09-07
- Lists
- 3 list mentions
- First commit
- 2019-03-31
- License
- Apache-2.0
- Issues
- 1,083 open
31,324
stars
- Forks
- 3,791
- Commits
- 11,129 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
mlflow/mlflow
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.
AI dev
GitHub topics
- Updated
- 2026-10-16
- Lists
- 5 list mentions
- First commit
- 2018-06-05
- License
- Apache-2.0
- Issues
- 2,184 open
28,404
stars
- Forks
- 6,456
- Commits
- 13,909 commits
- Star growth, last 7 days
- 0 0.0%
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- 0 0.0%
ludwig-ai/ludwig
Low-code framework for building custom LLMs, neural networks, and other AI models
AI dev
GitHub topics
- Updated
- 2026-09-07
- Lists
- 3 list mentions
- First commit
- 2019-01-09
- License
- Apache-2.0
- Issues
- 1 open
11,753
stars
- Forks
- 1,217
- Commits
- 4,138 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
pycaret/pycaret
Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.
AI dev
GitHub topics
- Updated
- 2026-07-23
- Lists
- 2 list mentions
- First commit
- 2019-11-23
- License
- NOASSERTION
- Issues
- 34 open
9,851
stars
- Forks
- 1,842
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- 5,492 commits
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- No 7-day history
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unionai-oss/pandera
A light-weight, flexible, and expressive statistical data testing library
AI dev
- Updated
- 2026-09-09
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- 3 list mentions
- First commit
- 2018-11-01
- License
- MIT
- Issues
- 423 open
4,451
stars
- Forks
- 440
- Commits
- 1,240 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
apache/hamilton
Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
GitHub topics
- Updated
- 2026-10-14
- Lists
- 3 list mentions
- First commit
- 2019-07-25
- License
- Apache-2.0
- Issues
- 178 open
2,610
stars
- Forks
- 221
- Commits
- 2,116 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
writer/writer-framework
No-code in the front, Python in the back. An open-source framework for creating data apps.
GitHub topics
- Updated
- 2026-10-01
- Lists
- 1 list mention
- First commit
- 2022-02-17
- License
- Apache-2.0
- Issues
- 12 open
1,450
stars
- Forks
- 101
- Commits
- 3,610 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history