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

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List stars: 3,612
README repos: 357
Indexed repos: 351
List commits: 500
Forks: 469
Open issues: 24

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168 repos matching these filters.

Framework: pytest

Latest repo push 2026-10-17

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stan-dev/pystan

PyStan, a Python interface to Stan, a platform for statistical modeling. Documentation: https://pystan.readthedocs.io

Stack

Python pytest pip Poetry

Updated: 2026-09-11
Lists: 1 list mention
First commit: 2018-06-28
License: ISC
Issues: 16 open

365

stars

Forks: 60
Commits: 249 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

sktime/skpro

A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python

Stack

Python Jupyter pytest PEP 517 pip

GitHub topics

#ai #data-science #distributional-regression #distributions #failure-prediction #framework

Updated: 2026-09-27
Lists: 1 list mention
First commit: 2017-09-13
License: BSD-3-Clause
Issues: 289 open

336

stars

Forks: 210
Commits: 758 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

pbrod/numdifftools

Solve automatic numerical differentiation problems in one or more variables.

Stack

Python pytest Tornado PDM pip uv

Updated: 2026-09-08
Lists: 1 list mention
First commit: 2009-05-18
License: BSD-3-Clause
Issues: 6 open

282

stars

Forks: 44
Commits: 851 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

svenkreiss/pysparkling

A pure Python implementation of Apache Spark's RDD and DStream interfaces.

Stack

Python pytest Tornado pip

GitHub topics

#apache-spark #data-processing #data-science #python

Updated: 2024-09-03
Lists: 1 list mention
First commit: 2015-05-09
License: NOASSERTION
Issues: 11 open

270

stars

Forks: 45
Commits: 1,534 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

bmcfee/muda

A library for augmenting annotated audio data

Stack

Python pytest pip

GitHub topics

#data-augmentation #machine-learning #music #nyucds #python

Updated: 2021-05-03
Lists: 2 list mentions
First commit: 2014-11-07
License: ISC
Issues: 9 open

238

stars

Forks: 32
Commits: 293 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

GitHub

chasedehan/BoostARoota

A fast xgboost feature selection algorithm

Stack

Python pytest pip

GitHub topics

#algorithm #boruta #data-science #datascience #datascientist #dimension-reduction

Updated: 2026-06-30
Lists: 1 list mention
First commit: 2017-08-23
License: MIT
Issues: 0 open

231

stars

Forks: 36
Commits: 47 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

analysiscenter/batchflow

BatchFlow helps you conveniently work with random or sequential batches of your data and define data processing and machine learning workflows even for datasets that do not fit into memory.

Stack

Python Jupyter pytest PEP 517 pip uv

GitHub topics

#data-science #machine-learning #pipeline #pipeline-framework #python #python3

Updated: 2026-07-10
Lists: 1 list mention
First commit: 2017-03-13
License: Apache-2.0
Issues: 44 open

205

stars

Forks: 45
Commits: 5,619 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

christophmark/bayesloop

Probabilistic programming framework that facilitates objective model selection for time-varying parameter models.

Stack

Python pytest PEP 517

GitHub topics

#anomaly-detection #bayesian-inference #model-selection #probabilistic-programming #time-series-analysis

Updated: 2026-06-19
Lists: 1 list mention
First commit: 2015-07-28
License: MIT
Issues: 4 open

172

stars

Forks: 32
Commits: 532 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

kstaats/karoo_gp

A Genetic Programming platform for Python with TensorFlow for wicked-fast CPU and GPU support.

Stack

Python pytest pip

Updated: 2022-10-31
Lists: 1 list mention
First commit: 2015-11-04
License: NOASSERTION
Issues: 22 open

164

stars

Forks: 62
Commits: 286 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

PGM-Lab/InferPy

InferPy: Deep Probabilistic Modeling with Tensorflow Made Easy

Stack

Jupyter Notebook pytest pip

GitHub topics

#keras-tensorflow #neural-network #probabilistic-modeling #probabilistic-programming #tensorflow #user-friendly

Updated: 2024-08-02
Lists: 1 list mention
First commit: 2017-10-17
License: Apache-2.0
Issues: 65 open

147

stars

Forks: 15
Commits: 732 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

janpipek/physt

Python histogram library - histograms as updateable, fully semantic objects with visualization tools. [P]ython [HYST]ograms.

Stack

Python pytest uv

GitHub topics

#2d-histograms #heatmap #histogram #plotting #python #visualization

Updated: 2026-10-06
Lists: 1 list mention
First commit: 2016-03-25
License: MIT
Issues: 44 open

135

stars

Forks: 13
Commits: 1,163 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

hchasestevens/monkeys

A strongly-typed genetic programming framework for Python

Stack

Python pytest pip

GitHub topics

#ai #ant-colony-optimization #framework #genetic-programming #ipynb #metaprogramming

Updated: 2018-06-13
Lists: 1 list mention
First commit: 2017-01-18
License: Unknown
Issues: 4 open

123

stars

Forks: 14
Commits: 100 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

azukds/tubular

Python package implementing ML feature engineering and pre-processing for polars or pandas dataframes.

Stack

Python pytest PEP 517 pip

GitHub topics

#data-science #data-transformation #feature-engineering #machine-learning #narwhals #pandas

Updated: 2026-09-23
Lists: 1 list mention
First commit: 2021-04-23
License: BSD-3-Clause
Issues: 71 open

108

stars

Forks: 29
Commits: 2,516 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

prodmodel/prodmodel

Build, test, deploy, iterate - Dev and prod tool for data science pipelines

Stack

Python pytest pip

GitHub topics

#build-automation #build-system #build-tool #data #data-science #dataeng

Updated: 2026-04-13
Lists: 2 list mentions
First commit: 2019-03-24
License: NOASSERTION
Issues: 8 open

stars

Forks: 3
Commits: 165 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

catalyst-team/catalyst-rl

No description.

Stack

Python pytest pip

Updated: 2021-09-13
Lists: 1 list mention
First commit: 2020-03-17
License: Apache-2.0
Issues: 4 open

stars

Forks: 7
Commits: 5 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

sktime/xpandas

Universal 1d/2d data containers with Transformers functionality for data analysis.

Stack

Python pytest pip Pipenv

GitHub topics

#pandas #python #python3 #sklearn #transformers

Updated: 2022-06-21
Lists: 1 list mention
First commit: 2017-08-22
License: NOASSERTION
Issues: 10 open

stars

Forks: 4
Commits: 192 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

dirty-cat/dirty_cat

Machine learning on dirty tabular data (legacy clone of skrub)

Stack

Python pytest PEP 517 pip

Updated: 2025-03-12
Lists: 1 list mention
First commit: 2018-03-12
License: BSD-3-Clause
Issues: Disabled

stars

Forks: 4
Commits: 1,347 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

chrislemke/sk-transformers

A collection of pandas & scikit-learn compatible transformers for preprocessing and feature engineering 🛠

Archived

Stack

Python pytest Tornado Poetry

GitHub topics

#data-science #feature-engineering #feature-selection #machine-learning #pandas #preprocessing

Updated: 2025-11-24
Lists: 1 list mention
First commit: 2022-09-18
License: MIT
Issues: 1 open

stars

Forks: 0
Commits: 185 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

Activity

Default branch: master
Last pushed: 2026-04-13
GitHub updated: 2026-10-17
Created: 2017-12-21
First commit: -
Last scanned: 2026-10-17 10:50
Watchers: 61

Indexed repo mix

Repo stars: 2,264,442
Repo forks: 505,538
Active: 326
Archived: 25

Languages

Python (274) Jupyter Notebook (36) C++ (26) C (3) TypeScript (3) JavaScript (2) Rust (2) Go (1) HTML (1) Java (1)

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