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The Top 29 Automated Machine Learning Open Source Projects
Categories
>
Machine Learning
>
Automated Machine Learning
Nni
⭐
9,225
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Tpot
⭐
7,876
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
Autokeras
⭐
7,804
AutoML library for deep learning
Featuretools
⭐
5,445
An open source python library for automated feature engineering
Auto Sklearn
⭐
5,260
Automated Machine Learning with scikit-learn
Autogluon
⭐
3,026
AutoGluon: AutoML for Text, Image, and Tabular Data
Transmogrifai
⭐
1,996
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
⭐
1,524
[UNMAINTAINED] Automated machine learning for analytics & production
Fast Autoaugment
⭐
1,292
Official Implementation of 'Fast AutoAugment' in PyTorch.
Xcessiv
⭐
1,254
A web-based application for quick, scalable, and automated hyperparameter tuning and stacked ensembling in Python.
Mlbox
⭐
1,197
MLBox is a powerful Automated Machine Learning python library.
Mljar Supervised
⭐
939
Automates Machine Learning Pipeline with Feature Engineering and Hyper-Parameters Tuning 🚀
Autodl
⭐
849
Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL
[email protected]
Smac3
⭐
562
Sequential Model-based Algorithm Configuration
Pba
⭐
460
Efficient Learning of Augmentation Policy Schedules
Hpbandster
⭐
454
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
⭐
305
Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
Auto_viml
⭐
212
Automatically Build Multiple ML Models with a Single Line of Code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
Lale
⭐
193
Library for Semi-Automated Data Science
Flaml
⭐
190
A fast and lightweight AutoML library.
Lightautoml
⭐
184
LAMA - automatic model creation framework
Autofeat
⭐
174
Linear Prediction Model with Automated Feature Engineering and Selection Capabilities
Autoclint
⭐
170
A specially designed light version of Fast AutoAugment
Auptimizer
⭐
165
An automatic ML model optimization tool.
Remixautoml
⭐
157
R package for automation of machine learning, forecasting, feature engineering, model evaluation, model interpretation, data generation, and recommenders.
Hyperactive
⭐
152
A hyperparameter optimization and meta-learning toolbox for convenient and fast prototyping of machine-/deep-learning models.
Autoalbument
⭐
95
AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/
Awesome Automl
⭐
39
collecting related resources of automated machine learning here
1-29 of 29 projects
Advertising
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Artificial Intelligence
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Blockchain
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Code Quality
📦 28
Collaboration
📦 32
Command Line Interface
📦 49
Community
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Companies
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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
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Graphics
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Hardware
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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
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📦 27
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📦 72
Software Development
📦 72
Software Performance
📦 58
Software Quality
📦 133
Text Editors
📦 49
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📦 136
User Interface
📦 330
User Interface Components
📦 514
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📦 30
Virtualization
📦 71
Web Browsers
📦 42
Web Servers
📦 26
Web User Interface
📦 210