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: 3,497
README repos: 357
Indexed repos: 351
List commits: 500
Forks: 453
Open issues: 15

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273 repos matching these filters.

Language: Python

Latest repo push 2026-07-18

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befelix/SafeOpt

Safe Bayesian Optimization

Stack

Python pip

GitHub topics

#gaussian-processes #optimization #reinforcement-learning #robotics #safety

Updated: 2022-11-14
Lists: 1 list mention
First commit: 2015-05-23
License: MIT
Issues: 2 open

152

stars

Forks: 57
Commits: 302 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

SherylHYX/pytorch_geometric_signed_directed

PyTorch Geometric Signed Directed is a signed/directed graph neural network extension library for PyTorch Geometric. The paper is accepted by LoG 2023.

Stack

Python pip

GitHub topics

#deep-learning #directed-networks #gnn #graph-neural-netowrks #machine-learning #networks

Updated: 2026-04-15
Lists: 1 list mention
First commit: 2021-10-28
License: MIT
Issues: 0 open

146

stars

Forks: 21
Commits: 676 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: 2026-03-19
Lists: 1 list mention
First commit: 2016-03-25
License: MIT
Issues: 40 open

135

stars

Forks: 13
Commits: 1,154 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

EpistasisLab/scikit-mdr

A sklearn-compatible Python implementation of Multifactor Dimensionality Reduction (MDR) for feature construction.

Stack

Python pip

Updated: 2025-06-10
Lists: 1 list mention
First commit: 2016-06-07
License: MIT
Issues: 11 open

128

stars

Forks: 25
Commits: 101 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 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

125

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

Jianbo-Lab/L2X

No description.

Stack

Python pip

GitHub topics

#model-interpretation

Updated: 2021-05-10
Lists: 1 list mention
First commit: 2018-02-21
License: Unknown
Issues: 3 open

124

stars

Forks: 36
Commits: 12 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

fukatani/stacked_generalization

Library for machine learning stacking generalization.

Stack

Python pip

GitHub topics

#machine-learning

Updated: 2019-05-02
Lists: 2 list mentions
First commit: 2016-05-10
License: Apache-2.0
Issues: 3 open

119

stars

Forks: 24
Commits: 126 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

jsvine/weightedcalcs

Pandas-based utility to calculate weighted means, medians, distributions, standard deviations, and more.

Stack

Python pip

GitHub topics

#pandas #statistics

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

GitHub

NITRO-AI/NitroFE

NitroFE is a Python feature engineering engine which provides a variety of modules designed to internally save past dependent values for providing continuous calculation.

Stack

Python pip

GitHub topics

#feature #feature-engineering #features #indicator #indicators #machine-learning

Updated: 2022-05-04
Lists: 1 list mention
First commit: 2021-08-26
License: Apache-2.0
Issues: 0 open

109

stars

Forks: 7
Commits: 128 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website 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: 2026-07-06
Lists: 1 list mention
First commit: 2021-04-23
License: BSD-3-Clause
Issues: 67 open

103

stars

Forks: 27
Commits: 2,436 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

EdisonLeeeee/GreatX

A graph reliability toolbox based on PyTorch and PyTorch Geometric (PyG).

Stack

Python pip

GitHub topics

#adversarial-attacks #distribution-shift #graph-convolutional-networks #graph-neural-networks #graph-reliability-toolbox #inherent-noise

Updated: 2024-10-15
Lists: 1 list mention
First commit: 2021-11-15
License: MIT
Issues: 3 open

stars

Forks: 12
Commits: 310 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

sigopt/sigopt-sklearn

SigOpt wrappers for scikit-learn methods

Archived

Stack

Python pip

Updated: 2023-08-22
Lists: 1 list mention
First commit: 2016-04-15
License: MIT
Issues: 3 open

stars

Forks: 11
Commits: 192 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

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

lacava/few

a feature engineering wrapper for sklearn

Stack

Python pip

Updated: 2020-06-11
Lists: 1 list mention
First commit: 2016-07-30
License: GPL-3.0
Issues: 9 open

stars

Forks: 17
Commits: 306 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

catalyst-team/catalyst-rl

No description.

Stack

Python 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

MarcelRobeer/ContrastiveExplanation

Contrastive Explanation (Foil Trees), developed at TNO/Utrecht University

Stack

Python pip

GitHub topics

#contrastive-explanations #explainable-ai #foil #interpretability #machine-learning #model-agnostic

Updated: 2023-01-31
Lists: 1 list mention
First commit: 2018-07-09
License: BSD-3-Clause
Issues: 2 open

stars

Forks: 4
Commits: 71 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

keunwoochoi/Auralisation

Auralisation of learned features in CNN (for audio)

Stack

Python

Updated: 2017-03-11
Lists: 1 list mention
First commit: 2015-12-04
License: Unknown
Issues: 0 open

stars

Forks: 10
Commits: 19 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

djsutherland/skl-groups

scikit-learn addon to operate on set/"group"-based features

Stack

Python pip

Updated: 2016-08-08
Lists: 1 list mention
First commit: 2014-06-09
License: BSD-3-Clause
Issues: 25 open

stars

Forks: 7
Commits: 167 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 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

dmirecki/pyMorfologik

No description.

Stack

Python pip

Updated: 2015-08-15
Lists: 1 list mention
First commit: 2015-06-26
License: MIT
Issues: 1 open

stars

Forks: 2
Commits: 34 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

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

b3nk4n/tensorlight

TensorLight - A high-level framework for TensorFlow

Stack

Python pip

GitHub topics

#deep-learning #framework #machine-learning #tensorflow

Updated: 2022-10-06
Lists: 1 list mention
First commit: 2016-04-05
License: MIT
Issues: 1 open

stars

Forks: 5
Commits: 342 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

Activity

Default branch: master
Last pushed: 2026-04-13
GitHub updated: 2026-07-17
Created: 2017-12-21
First commit: -
Last scanned: 2026-07-17 10:49
Watchers: 60

Indexed repo mix

Repo stars: 2,240,203
Repo forks: 496,729
Active: 329
Archived: 22

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Python (273) Jupyter Notebook (35) C++ (27) TypeScript (4) C (3) JavaScript (2) Rust (2) Go (1) HTML (1) Java (1)

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