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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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3,583
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357
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351
List commits
500
Forks
463
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20

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160 repos matching these filters.

Framework: pytest
Latest repo push 2026-09-04

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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
Sign in to like kstaats/karoo_gp
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
Sign in to like PGM-Lab/InferPy
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
2026-07-18
Lists
1 list mention
First commit
2016-03-25
License
MIT
Issues
44 open
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135
stars
Forks
13
Commits
1,157 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
2026-08-19
Lists
1 list mention
First commit
2021-04-23
License
BSD-3-Clause
Issues
71 open
Sign in to like azukds/tubular
108
stars
Forks
29
Commits
2,515 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
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12
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