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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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- 357
- Indexed repos
- 351
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- 500
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- 453
- Open issues
- 15
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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
- Forks
- 1,796
- Commits
- 1,585 commits
- Star growth, last 7 days
- +4 0.0%
- Commit velocity, last 7 days
- 0 0.0%
statsmodels/statsmodels
Statsmodels: statistical modeling and econometrics in Python
- Updated
- 2026-07-03
- Lists
- 4 list mentions
- First commit
- 2006-03-03
- License
- BSD-3-Clause
- Issues
- 2,983 open
11,494
stars
- Forks
- 3,469
- Commits
- 16,182 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
scikit-learn-contrib/imbalanced-learn
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
GitHub topics
- Updated
- 2026-06-29
- Lists
- 1 list mention
- First commit
- 2014-08-16
- License
- MIT
- Issues
- 65 open
- Forks
- 1,349
- Commits
- 905 commits
- Star growth, last 7 days
- +4 +0.1%
- Commit velocity, last 7 days
- 0 0.0%
Nixtla/statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
GitHub topics
- Updated
- 2026-07-14
- Lists
- 2 list mentions
- First commit
- 2021-11-17
- License
- Apache-2.0
- Issues
- 138 open
4,840
stars
- Forks
- 373
- Commits
- 1,448 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
fbdesignpro/sweetviz
Visualize and compare datasets, target values and associations, with one line of code.
- Updated
- 2026-04-11
- Lists
- 2 list mentions
- First commit
- 2020-05-09
- License
- MIT
- Issues
- 41 open
3,113
stars
- Forks
- 288
- Commits
- 151 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
aksnzhy/xlearn
High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.
GitHub topics
- Updated
- 2023-08-28
- Lists
- 2 list mentions
- First commit
- 2017-06-10
- License
- Apache-2.0
- Issues
- 195 open
3,094
stars
- Forks
- 516
- Commits
- 1,342 commits
- Star growth, last 7 days
- No 7-day history
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- No 7-day history
unslothai/hyperlearn
2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
Stack
GitHub topics
- Updated
- 2024-11-19
- Lists
- 1 list mention
- First commit
- 2018-08-27
- License
- Apache-2.0
- Issues
- 2 open
2,479
stars
- Forks
- 162
- Commits
- 264 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
RJT1990/pyflux
Open source time series library for Python
GitHub topics
- Updated
- 2023-10-24
- Lists
- 2 list mentions
- First commit
- 2016-02-16
- License
- BSD-3-Clause
- Issues
- 93 open
2,138
stars
- Forks
- 245
- Commits
- 118 commits
- Star growth, last 7 days
- No 7-day history
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- No 7-day history
X-DataInitiative/tick
Module for statistical learning, with a particular emphasis on time-dependent modelling
GitHub topics
- Updated
- 2026-06-15
- Lists
- 1 list mention
- First commit
- 2017-03-30
- License
- BSD-3-Clause
- Issues
- 86 open
548
stars
- Forks
- 118
- Commits
- 426 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
polyaxon/traceml
Engine for AI/ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.
- Updated
- 2026-06-17
- Lists
- 1 list mention
- First commit
- 2016-03-25
- License
- Apache-2.0
- Issues
- 7 open
533
stars
- Forks
- 47
- Commits
- 10,003 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
maximtrp/scikit-posthocs
Multiple Pairwise Comparisons (Post Hoc) Tests in Python
- Updated
- 2026-05-26
- Lists
- 1 list mention
- First commit
- 2017-06-22
- License
- MIT
- Issues
- 1 open
385
stars
- Forks
- 45
- Commits
- 584 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
jsvine/weightedcalcs
Pandas-based utility to calculate weighted means, medians, distributions, standard deviations, and more.
GitHub topics
- Updated
- 2024-11-10
- Lists
- 1 list mention
- First commit
- 2016-12-23
- License
- MIT
- Issues
- 3 open
113
stars
- Forks
- 7
- Commits
- 26 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history