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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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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: data-validation
Latest repo push 2026-07-17

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cleanlab/cleanlab

Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

Stack
Python pytest PEP 517 pip
GitHub topics
#active-learning #annotation #anomaly-detection #data-annotation #data-centric-ai #data-cleaning
Updated
2026-01-13
Lists
3 list mentions
First commit
2018-05-11
License
Apache-2.0
Issues
111 open
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11,572
stars
Forks
908
Commits
1,818 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
Website GitHub
evidentlyai/evidently

Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

Stack
Jupyter Notebook Jupyter LlamaIndex pytest React npm PEP 517 pip
GitHub topics
#data-drift #data-quality #data-science #data-validation #generative-ai #hacktoberfest
Updated
2026-05-02
Lists
4 list mentions
First commit
2020-11-25
License
Apache-2.0
Issues
284 open
Sign in to like evidentlyai/evidently
7,693
stars
Forks
877
Commits
2,795 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
Website GitHub
deepchecks/deepchecks

Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.

Stack
Python Jupyter pytest Tornado pip
GitHub topics
#data-drift #data-science #data-validation #deep-learning #html-report #jupyter-notebook
Updated
2025-12-28
Lists
3 list mentions
First commit
2021-10-11
License
NOASSERTION
Issues
263 open
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4,038
stars
Forks
300
Commits
1,504 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
Website GitHub