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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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6 repos matching these filters.

Framework: fastapi
Latest repo push 2026-07-17

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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.

Stack
Python FastAPI pytest PEP 517 pip
GitHub topics
#ai #artificial-intelligence #data-science #deep-learning #machine-learning #python
Updated
2026-07-14
Lists
3 list mentions
First commit
2019-03-31
License
Apache-2.0
Issues
1,042 open
Sign in to like Lightning-AI/pytorch-lightning
31,236
stars
Forks
3,757
Commits
11,111 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
Website GitHub
pycaret/pycaret

Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.

AI dev
Stack
Python FastAPI Next.js pytest React npm PEP 517 pip
GitHub topics
#anomaly-detection #automl #classification #clustering #data-science #fastapi
Updated
2026-06-25
Lists
2 list mentions
First commit
2019-11-23
License
NOASSERTION
Issues
24 open
Sign in to like pycaret/pycaret
9,821
stars
Forks
1,854
Commits
5,492 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub
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.

Stack
Jupyter Notebook Django FastAPI Jupyter LangChain npm PEP 517 pip
GitHub topics
#dag #data-analysis #data-engineering #data-science #dataframe #etl
Updated
2026-07-13
Lists
2 list mentions
First commit
2019-07-25
License
Apache-2.0
Issues
154 open
Sign in to like apache/hamilton
2,545
stars
Forks
198
Commits
2,038 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
Website GitHub
writer/writer-framework

No-code in the front, Python in the back. An open-source framework for creating data apps.

Stack
Python Express FastAPI pytest Starlette npm pip Poetry
GitHub topics
#ai #ai-in #data-apps #data-visualization #developer-tools #interface
Updated
2026-06-29
Lists
1 list mention
First commit
2022-02-17
License
Apache-2.0
Issues
13 open
Sign in to like writer/writer-framework
1,445
stars
Forks
98
Commits
3,605 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub