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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-python
#data-analysis
#data-science
#data-visualization
#deep-learning
#machine-learning
#python
#scikit-learn
#statistics
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Lightning-AI/pytorch-lightning
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
- Updated
- 2026-08-03
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- 3 list mentions
- First commit
- 2019-03-31
- License
- Apache-2.0
- Issues
- 1,059 open
31,267
stars
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- 3,768
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- 11,119 commits
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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
- 2026-08-11
- Lists
- 5 list mentions
- First commit
- 2018-06-05
- License
- Apache-2.0
- Issues
- 2,052 open
27,456
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- Forks
- 6,140
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- 12,948 commits
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- No 7-day history
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huggingface/trl
Train transformer language models with reinforcement learning.
AI dev
- Updated
- 2026-08-03
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- 2 list mentions
- First commit
- 2020-03-27
- License
- Apache-2.0
- Issues
- 240 open
18,987
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- 2,888
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- 3,324 commits
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ludwig-ai/ludwig
Low-code framework for building custom LLMs, neural networks, and other AI models
AI dev
GitHub topics
- Updated
- 2026-07-27
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- 3 list mentions
- First commit
- 2019-01-09
- License
- Apache-2.0
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- 2 open
11,746
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- 1,216
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- 4,132 commits
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- No 7-day history
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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
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- 2 list mentions
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- 2019-11-23
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- NOASSERTION
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- 32 open
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- 1,845
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- 5,492 commits
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unionai-oss/pandera
A light-weight, flexible, and expressive statistical data testing library
AI dev
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- 2026-08-01
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- 3 list mentions
- First commit
- 2018-11-01
- License
- MIT
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- 448 open
4,414
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- 428
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- 1,203 commits
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- No 7-day history
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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
- 2026-08-01
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- 2 list mentions
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- 2019-07-25
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- Apache-2.0
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- 148 open
2,557
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- 203
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- 2,060 commits
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writer/writer-framework
No-code in the front, Python in the back. An open-source framework for creating data apps.
GitHub topics
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- 2026-07-24
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- 1 list mention
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- 2022-02-17
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- Apache-2.0
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