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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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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
- Lists
- 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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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.
- Updated
- 2026-01-13
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- 3 list mentions
- First commit
- 2018-05-11
- License
- Apache-2.0
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- 111 open
11,572
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- 908
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- 1,818 commits
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great-expectations/great_expectations
Always know what to expect from your data.
AI dev
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- 2026-06-13
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- 2 list mentions
- First commit
- 2017-06-06
- License
- Apache-2.0
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- 50 open
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- 1,760
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- 13,657 commits
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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.
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- 2026-05-02
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- 4 list mentions
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- 2020-11-25
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- Apache-2.0
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- 284 open
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- 877
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- 2,795 commits
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- 0 0.0%
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polyaxon/traceml
Engine for AI/ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.
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- 2026-06-17
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- 1 list mention
- First commit
- 2016-03-25
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- Apache-2.0
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- 7 open
533
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