Awesome Open Source
Awesome Open Source
Sponsorship
Combined Topics
automated-machine-learning x
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

The Top 25 Automated Machine Learning Open Source Projects

Categories > Machine Learning > Automated Machine Learning
Nni ⭐8,370
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Tpot ⭐7,649
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
Autokeras ⭐7,592
AutoML library for deep learning
Featuretools ⭐5,228
An open source python library for automated feature engineering
Auto Sklearn ⭐5,015
Automated Machine Learning with scikit-learn
Autogluon ⭐2,777
AutoGluon: AutoML for Text, Image, and Tabular Data
Transmogrifai ⭐1,959
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 ⭐1,504
[UNMAINTAINED] Automated machine learning for analytics & production
Xcessiv ⭐1,255
A web-based application for quick, scalable, and automated hyperparameter tuning and stacked ensembling in Python.
Fast Autoaugment ⭐1,201
Official Implementation of 'Fast AutoAugment' in PyTorch.
Mlbox ⭐1,148
MLBox is a powerful Automated Machine Learning python library.
Autodl ⭐797
Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL [email protected]
Smac3 ⭐538
Sequential Model-based Algorithm Configuration
Pba ⭐451
Efficient Learning of Augmentation Policy Schedules
Hpbandster ⭐422
a distributed Hyperband implementation on Steroids
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
Autoviz ⭐252
Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
Lale ⭐176
Library for Semi-Automated Data Science
Auto_viml ⭐167
Automatically Build Multiple ML Models with a Single Line of Code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
Autoclint ⭐165
A specially designed light version of Fast AutoAugment
Compose ⭐154
A machine learning tool for automated prediction engineering. It allows you to easily structure prediction problems and generate labels for supervised learning.
Auptimizer ⭐152
An automatic ML model optimization tool.
Autofeat ⭐150
Linear Prediction Model with Automated Feature Engineering and Selection Capabilities
Remixautoml ⭐116
R package for automation of machine learning, forecasting, feature engineering, model evaluation, model interpretation, data generation, and recommenders.
Awesome Automl ⭐36
collecting related resources of automated machine learning here
1-25 of 25 projects