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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
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351
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500
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453
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15

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4 repos matching these filters.

Topic: model-selection
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
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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
DistrictDataLabs/yellowbrick

Visual analysis and diagnostic tools to facilitate machine learning model selection.

Stack
Python pip
GitHub topics
#anaconda #estimator #machine-learning #matplotlib #model-selection #python
Updated
2025-02-19
Lists
1 list mention
First commit
2016-05-18
License
Apache-2.0
Issues
117 open
Sign in to like DistrictDataLabs/yellowbrick
4,396
stars
Forks
570
Commits
901 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
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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
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
Sign in to like christophmark/bayesloop
171
stars
Forks
31
Commits
532 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub