Sign in
← All awesome lists Search these repos

Awesome List

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
Open GitHub
List stars
3,583
README repos
357
Indexed repos
351
List commits
500
Forks
463
Open issues
20

Tracked list growth

GitHub stars and default-branch commits for krzjoa/awesome-python-data-science.

Latest scan 2026-09-03 10:49

Likes history

GitHub stars

Commits history

Default branch commits

Indexed repositories

12 repos matching these filters.

Topic: statistics
Latest repo push 2026-09-04

Filter this list

Search within Awesome Python Data Science or narrow by ecosystem and project health.

Clear 1 refinement
Search mode
Tune results
More filters Topics, generated tags, stack, files, age, archive status, and growth.
Ecosystem
Files

Choose a suggestion or use commas to require multiple files.

Health

Uses known first-commit dates.

Momentum
Filters by observed commit-count growth over the repository's latest 7-day capture window. Repositories without a recent baseline are excluded.
Filters by observed GitHub star growth over the repository's latest 7-day capture window. Repositories without a recent baseline are excluded.
Reset filters
Highlighted

Open highlighted repo slot

Put your repository first

Promote a GitHub repo at the top of Awesome repository list views for 7 days.

Data-Centric-AI-Community/fg-data-profiling

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

Stack
Python Jupyter pytest PEP 517 pip
GitHub topics
#big-data-analytics #data-analysis #data-exploration #data-profiling #data-quality #data-science
Updated
2026-04-22
Lists
2 list mentions
First commit
2016-01-09
License
MIT
Issues
323 open
Sign in to like Data-Centric-AI-Community/fg-data-profiling
13,663
stars
Forks
1,797
Commits
1,585 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub
statsmodels/statsmodels

Statsmodels: statistical modeling and econometrics in Python

AI dev
Stack
Python Jupyter pytest Meson PEP 517 pip
GitHub topics
#count-model #data-analysis #data-science #econometrics #forecasting #generalized-linear-models
Updated
2026-08-13
Lists
4 list mentions
First commit
2006-03-03
License
BSD-3-Clause
Issues
2,830 open
Sign in to like statsmodels/statsmodels
11,575
stars
Forks
3,565
Commits
17,051 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub
scikit-learn-contrib/imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

Stack
Python PEP 517
GitHub topics
#data-analysis #data-science #machine-learning #python #statistics
Updated
2026-06-29
Lists
1 list mention
First commit
2014-08-16
License
MIT
Issues
71 open
Sign in to like scikit-learn-contrib/imbalanced-learn
7,116
stars
Forks
1,350
Commits
905 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub
fbdesignpro/sweetviz

Visualize and compare datasets, target values and associations, with one line of code.

Stack
Python pytest PEP 517
GitHub topics
#data-analysis #data-exploration #data-profiling #data-science #data-visualization #eda
Updated
2026-04-11
Lists
2 list mentions
First commit
2020-05-09
License
MIT
Issues
41 open
Sign in to like fbdesignpro/sweetviz
3,121
stars
Forks
288
Commits
151 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
GitHub
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.

Stack
C++ CMake .NET SDK pip
GitHub topics
#data-analysis #data-science #factorization-machines #ffm #fm #machine-learning
Updated
2023-08-28
Lists
2 list mentions
First commit
2017-06-10
License
Apache-2.0
Issues
194 open
Sign in to like aksnzhy/xlearn
3,090
stars
Forks
516
Commits
1,342 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub
unslothai/hyperlearn

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

Stack
Jupyter Notebook pip
GitHub topics
#data-analysis #data-science #deep-learning #econometrics #gpu #machine-learning
Updated
2024-11-19
Lists
1 list mention
First commit
2018-08-27
License
Apache-2.0
Issues
2 open
Sign in to like unslothai/hyperlearn
2,504
stars
Forks
167
Commits
264 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub
X-DataInitiative/tick

Module for statistical learning, with a particular emphasis on time-dependent modelling

Stack
Python pytest CMake PEP 517 pip
GitHub topics
#machine-learning #modelling #optimization #point-process #python #statistics
Updated
2026-06-15
Lists
1 list mention
First commit
2017-03-30
License
BSD-3-Clause
Issues
86 open
Sign in to like X-DataInitiative/tick
551
stars
Forks
118
Commits
426 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub
polyaxon/traceml

Engine for AI/ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.

Stack
Python pytest pip
GitHub topics
#dask #data-exploration #data-profiling #data-quality #data-quality-checks #data-science
Updated
2026-08-15
Lists
1 list mention
First commit
2016-03-25
License
Apache-2.0
Issues
7 open
Sign in to like polyaxon/traceml
534
stars
Forks
46
Commits
10,006 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
GitHub