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

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13 repos matching these filters.

Topic: automl
Latest repo push 2026-07-17

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EpistasisLab/tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

Stack
Jupyter Notebook pytest PEP 517
GitHub topics
#adsp #ag066833 #aiml #alzheimer #alzheimers #automated-machine-learning
Updated
2025-09-11
Lists
2 list mentions
First commit
2023-03-24
License
LGPL-3.0
Issues
310 open
Sign in to like EpistasisLab/tpot
10,047
stars
Forks
1,565
Commits
551 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub
pycaret/pycaret

Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.

AI dev
Stack
Python FastAPI Next.js pytest React npm PEP 517 pip
GitHub topics
#anomaly-detection #automl #classification #clustering #data-science #fastapi
Updated
2026-06-25
Lists
2 list mentions
First commit
2019-11-23
License
NOASSERTION
Issues
24 open
Sign in to like pycaret/pycaret
9,821
stars
Forks
1,854
Commits
5,492 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub
automl/auto-sklearn

Automated Machine Learning with scikit-learn

Stack
Python PEP 517 pip
GitHub topics
#automated-machine-learning #automl #bayesian-optimization #hyperparameter-optimization #hyperparameter-search #hyperparameter-tuning
Updated
2026-06-29
Lists
1 list mention
First commit
2014-05-19
License
BSD-3-Clause
Issues
209 open
Sign in to like automl/auto-sklearn
8,119
stars
Forks
1,324
Commits
2,759 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub
alteryx/featuretools

An open source python library for automated feature engineering

Stack
Python Jupyter pytest PEP 517 pip
GitHub topics
#automated-feature-engineering #automated-machine-learning #automl #data-science #feature-engineering #machine-learning
Updated
2026-07-07
Lists
2 list mentions
First commit
2017-09-09
License
BSD-3-Clause
Issues
165 open
Sign in to like alteryx/featuretools
7,663
stars
Forks
916
Commits
1,380 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
Website GitHub
AutoViML/AutoViz

Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.

Stack
Python pip
GitHub topics
#auto-sklearn #automated-machine-learning #automl #automl-algorithms #machine-learning #python
Updated
2024-06-10
Lists
2 list mentions
First commit
2019-07-17
License
Apache-2.0
Issues
2 open
Sign in to like AutoViML/AutoViz
1,904
stars
Forks
214
Commits
223 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
GitHub
automl/SMAC3

SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

Stack
Python PEP 517 pip
GitHub topics
#algorithm-configuration #automated-machine-learning #automl #bayesian-optimisation #bayesian-optimization #configuration
Updated
2026-07-02
Lists
1 list mention
First commit
2015-09-08
License
NOASSERTION
Issues
126 open
Sign in to like automl/SMAC3
1,230
stars
Forks
243
Commits
2,831 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub
THUMNLab/AutoGL

An autoML framework & toolkit for machine learning on graphs.

Stack
Python pip
GitHub topics
#automl #deep-learning #graph-neural-networks #hyper-parameter-optimization #machine-learning #neural-architecture-search
Updated
2025-11-20
Lists
1 list mention
First commit
2020-11-30
License
Apache-2.0
Issues
20 open
Sign in to like THUMNLab/AutoGL
1,135
stars
Forks
123
Commits
744 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub
rodrigo-arenas/Sklearn-genetic-opt

Hyperparameter optimization and feature selection for scikit-learn using evolutionary algorithms. A modern alternative to GridSearchCV and RandomizedSearchCV.

AI dev
Stack
Python pytest Vite Vue npm PEP 517
GitHub topics
#artificial-intelligence #automl #cross-validation #evolutionary-algorithms #feature-engineering #feature-selection
Updated
2026-07-07
Lists
2 list mentions
First commit
2020-01-18
License
MIT
Issues
8 open
Sign in to like rodrigo-arenas/Sklearn-genetic-opt
373
stars
Forks
120
Commits
754 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub