Awesome Open Source
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The Top 29 Automated Machine Learning Open Source Projects

Categories > Machine Learning > Automated Machine Learning
Nni ⭐ 9,786
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Tpot ⭐ 8,069
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
Autokeras ⭐ 8,014
AutoML library for deep learning
Featuretools ⭐ 5,597
An open source python library for automated feature engineering
Auto Sklearn ⭐ 5,485
Automated Machine Learning with scikit-learn
Autogluon ⭐ 3,397
AutoGluon: AutoML for Text, Image, and Tabular Data
Transmogrifai ⭐ 2,021
TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning
Auto_ml ⭐ 1,538
[UNMAINTAINED] Automated machine learning for analytics & production
Fast Autoaugment ⭐ 1,358
Official Implementation of 'Fast AutoAugment' in PyTorch.
Mljar Supervised ⭐ 1,348
Automated Machine Learning Pipeline with Feature Engineering and Hyper-Parameters Tuning 🚀
Xcessiv ⭐ 1,257
A web-based application for quick, scalable, and automated hyperparameter tuning and stacked ensembling in Python.
Mlbox ⭐ 1,228
MLBox is a powerful Automated Machine Learning python library.
Autodl ⭐ 893
Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL [email protected]
Smac3 ⭐ 586
Sequential Model-based Algorithm Configuration
Hpbandster ⭐ 470
a distributed Hyperband implementation on Steroids
Pba ⭐ 464
Efficient Learning of Augmentation Policy Schedules
Machinejs ⭐ 413
[UNMAINTAINED] Automated machine learning- just give it a data file! Check out the production-ready version of this project at ClimbsRocks/auto_ml
Lightautoml ⭐ 388
LAMA - automatic model creation framework
Flaml ⭐ 383
A fast and lightweight AutoML library.
Autoviz ⭐ 379
Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
Auto_viml ⭐ 268
Automatically Build Multiple ML Models with a Single Line of Code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
Hyperactive ⭐ 241
A hyperparameter optimization and data collection toolbox for convenient and fast prototyping of machine-learning models.
Autofeat ⭐ 214
Linear Prediction Model with Automated Feature Engineering and Selection Capabilities
Lale ⭐ 213
Library for Semi-Automated Data Science
Autoclint ⭐ 173
A specially designed light version of Fast AutoAugment
Auptimizer ⭐ 170
An automatic ML model optimization tool.
Remixautoml ⭐ 165
R package for automation of machine learning, forecasting, feature engineering, model evaluation, model interpretation, data generation, and recommenders.
Autoalbument ⭐ 107
AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/
Awesome Automl ⭐ 43
collecting related resources of automated machine learning here
1-29 of 29 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210