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The Top 23 Python Automated Machine Learning Open Source Projects

Open source projects categorized as Python Automated Machine Learning
Categories > Machine Learning > Automated Machine Learning
Nni ⭐ 13,725
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
dependent packages 27total releases 55most recent commit a month agopypi nni} Downloads
Tpot ⭐ 9,463
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
dependent packages 22total releases 62most recent commit 2 months agopypi TPOT} Downloads
Autokeras ⭐ 9,023
AutoML library for deep learning
dependent packages 5total releases 58most recent commit 4 months agopypi autokeras} Downloads
Auto Sklearn ⭐ 7,262
Automated Machine Learning with scikit-learn
dependent packages 24total releases 42most recent commit 4 months agopypi auto-sklearn} Downloads
Autogluon ⭐ 7,027
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
dependent packages 14total releases 1,168most recent commit 13 days agopypi autogluon.core} Downloads
Featuretools ⭐ 7,009
An open source python library for automated feature engineering
dependent packages 43total releases 103most recent commit 17 days agopypi featuretools} Downloads
Flaml ⭐ 3,500
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
dependent packages 11total releases 92most recent commit 3 months agopypi FLAML} Downloads
Mljar Supervised ⭐ 2,867
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
dependent packages 2total releases 84most recent commit 3 months agopypi mljar-supervised} Downloads
Autoviz ⭐ 1,550
Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
dependent packages 7total releases 75most recent commit 3 months agopypi autoviz} Downloads
Auto_ml ⭐ 1,442
[UNMAINTAINED] Automated machine learning for analytics & production
dependent packages 6total releases 78most recent commit 5 years agopypi auto_ml} Downloads
Mlbox ⭐ 1,403
MLBox is a powerful Automated Machine Learning python library.
total releases 21most recent commit a year ago
Fast Autoaugment ⭐ 1,358
Official Implementation of 'Fast AutoAugment' in PyTorch.
most recent commit 3 years ago
Xcessiv ⭐ 1,232
A web-based application for quick, scalable, and automated hyperparameter tuning and stacked ensembling in Python.
total releases 34most recent commit 6 years ago
Autodl ⭐ 999
Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS.
total releases 2most recent commit 2 years ago
Smac3 ⭐ 938
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization
dependent packages 1total releases 9most recent commit 4 months ago
Lightautoml ⭐ 769
LAMA - automatic model creation framework
total releases 2most recent commit 2 years ago
Lightautoml ⭐ 678
Fast and customizable framework for automatic ML model creation (AutoML)
dependent packages 3total releases 27most recent commit 3 months agopypi lightautoml} Downloads
Fedot ⭐ 582
Automated modeling and machine learning framework FEDOT
dependent packages 1total releases 19most recent commit 3 months agopypi fedot} Downloads
Hpbandster ⭐ 551
a distributed Hyperband implementation on Steroids
dependent packages 14total releases 8most recent commit 2 years agopypi hpbandster} Downloads
Hyperactive ⭐ 475
An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.
dependent packages 5total releases 75most recent commit 4 months agopypi hyperactive} Downloads
Auto_viml ⭐ 473
Automatically Build Multiple ML Models with a Single Line of Code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
dependent packages 2total releases 142most recent commit 5 months agopypi autoviml} Downloads
Archai ⭐ 428
Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.
total releases 9most recent commit 7 months ago
Machinejs ⭐ 412
[UNMAINTAINED] Automated machine learning- just give it a data file! Check out the production-ready version of this project at ClimbsRocks/auto_ml
dependent packages 3total releases 8most recent commit 8 years agonpm machinejs} Downloads
The 10 Most Depended On Python Automated Machine Learning Open Source Projects
Featuretools ⭐ 7,009
An open source python library for automated feature engineering
dependent packages 43total releases 103latest release October 26, 2023most recent commit 17 days agopypi featuretools} Downloads
Auto Sklearn ⭐ 7,262
Automated Machine Learning with scikit-learn
dependent packages 24total releases 42latest release September 20, 2022most recent commit 4 months agopypi auto-sklearn} Downloads
Tpot ⭐ 9,463
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
dependent packages 22total releases 62latest release August 15, 2023most recent commit 2 months agopypi TPOT} Downloads
Autogluon ⭐ 7,027
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
dependent packages 14total releases 1,168latest release December 10, 2023most recent commit 13 days agopypi autogluon.core} Downloads
Hpbandster ⭐ 551
a distributed Hyperband implementation on Steroids
dependent packages 14total releases 8latest release November 06, 2018most recent commit 2 years agopypi hpbandster} Downloads
Flaml ⭐ 3,500
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
dependent packages 11total releases 92latest release October 02, 2023most recent commit 3 months agopypi FLAML} Downloads
Auto_ml ⭐ 1,442
[UNMAINTAINED] Automated machine learning for analytics & production
dependent packages 6total releases 78latest release February 22, 2018most recent commit 5 years agopypi auto_ml} Downloads
Hyperactive ⭐ 475
An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.
dependent packages 5total releases 75latest release October 24, 2023most recent commit 4 months agopypi hyperactive} Downloads
The 10 Latest Releases In Python Automated Machine Learning Open Source Projects
Autogluon ⭐ 7,027
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
dependent packages 14total releases 1,168latest release December 10, 2023most recent commit 13 days agopypi autogluon.core} Downloads
Sapientml ⭐ 407
Generative AutoML for Tabular Data
dependent packages 4total releases 41latest release December 04, 2023most recent commit 3 months agopypi sapientml} Downloads
Lightautoml ⭐ 769
LAMA - automatic model creation framework
total releases 2latest release November 03, 2023most recent commit 2 years ago
Featuretools ⭐ 7,009
An open source python library for automated feature engineering
dependent packages 43total releases 103latest release October 26, 2023most recent commit 17 days agopypi featuretools} Downloads
Hyperactive ⭐ 475
An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.
dependent packages 5total releases 75latest release October 24, 2023most recent commit 4 months agopypi hyperactive} Downloads
Trane ⭐ 41
An open source python library for automated prediction engineering
total releases 8latest release October 22, 2023most recent commit 4 months ago
Flaml ⭐ 3,500
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
dependent packages 11total releases 92latest release October 02, 2023most recent commit 3 months agopypi FLAML} Downloads
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