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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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#deep-learning
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Data-Centric-AI-Community/fg-data-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
- Updated
- 2026-04-22
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- 2 list mentions
- First commit
- 2016-01-09
- License
- MIT
- Issues
- 324 open
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- 1,796
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- 1,585 commits
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- +4 0.0%
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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.
- Updated
- 2026-05-02
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- 4 list mentions
- First commit
- 2020-11-25
- License
- Apache-2.0
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- 284 open
7,693
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- 877
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- 2,795 commits
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unionai-oss/pandera
A light-weight, flexible, and expressive statistical data testing library
AI dev
- Updated
- 2026-07-16
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- 3 list mentions
- First commit
- 2018-11-01
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- MIT
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- 436 open
4,407
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- 420
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- 1,201 commits
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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.
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- 2025-12-28
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- 2021-10-11
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- NOASSERTION
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- 300
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fbdesignpro/sweetviz
Visualize and compare datasets, target values and associations, with one line of code.
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- 2026-04-11
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- 2020-05-09
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jmcarpenter2/swifter
A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
GitHub topics
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- 2024-03-20
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- 2018-04-07
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- 104
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pdpipe/pdpipe
Easy pipelines for pandas DataFrames.
AI dev
Stack
GitHub topics
- Updated
- 2026-07-06
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- 1 list mention
- First commit
- 2017-01-24
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- MIT
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- 8 open
729
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- 48
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