Awesome Open Source
Awesome Open Source
Combined Topics
automated-machine-learning x
Advertising 📦 9
All Projects
Application Programming Interfaces 📦 120
Applications 📦 181
Artificial Intelligence 📦 72
Blockchain 📦 70
Build Tools 📦 111
Cloud Computing 📦 79
Code Quality 📦 28
Collaboration 📦 30
Command Line Interface 📦 48
Community 📦 81
Companies 📦 60
Compilers 📦 60
Computer Science 📦 74
Configuration Management 📦 39
Content Management 📦 167
Control Flow 📦 197
Data Formats 📦 77
Data Processing 📦 266
Data Storage 📦 132
Economics 📦 60
Frameworks 📦 198
Games 📦 122
Graphics 📦 103
Hardware 📦 148
Integrated Development Environments 📦 47
Learning Resources 📦 147
Legal 📦 28
Libraries 📦 119
Lists Of Projects 📦 21
Machine Learning 📦 336
Mapping 📦 61
Marketing 📦 15
Mathematics 📦 55
Media 📦 228
Messaging 📦 97
Networking 📦 304
Operating Systems 📦 84
Operations 📦 120
Package Managers 📦 52
Programming Languages 📦 229
Runtime Environments 📦 96
Science 📦 42
Security 📦 375
Social Media 📦 26
Software Architecture 📦 70
Software Development 📦 68
Software Performance 📦 57
Software Quality 📦 127
Text Editors 📦 45
Text Processing 📦 131
User Interface 📦 310
User Interface Components 📦 465
Version Control 📦 29
Virtualization 📦 68
Web Browsers 📦 38
Web Servers 📦 25
Web User Interface 📦 194

The Top 84 Automated Machine Learning Open Source Projects on Github

Categories > Machine Learning > Automated Machine Learning
Nni ⭐ 10,407
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Autokeras ⭐ 8,183
AutoML library for deep learning
Tpot ⭐ 7,987
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
Featuretools ⭐ 5,826
An open source python library for automated feature engineering
Auto Sklearn ⭐ 5,768
Automated Machine Learning with scikit-learn
Autogluon ⭐ 3,711
AutoGluon: AutoML for Text, Image, and Tabular Data
Transmogrifai ⭐ 2,061
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
Mljar Supervised ⭐ 1,587
Automated Machine Learning Pipeline with Feature Engineering and Hyper-Parameters Tuning 🚀
Flaml ⭐ 1,506
A fast and lightweight AutoML library.
Auto_ml ⭐ 1,442
[UNMAINTAINED] Automated machine learning for analytics & production
Fast Autoaugment ⭐ 1,358
Official Implementation of 'Fast AutoAugment' in PyTorch.
Mlbox ⭐ 1,242
MLBox is a powerful Automated Machine Learning python library.
Xcessiv ⭐ 1,232
A web-based application for quick, scalable, and automated hyperparameter tuning and stacked ensembling in Python.
Autodl ⭐ 819
Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL [email protected]
Smac3 ⭐ 623
Sequential Model-based Algorithm Configuration
Lightautoml ⭐ 607
LAMA - automatic model creation framework
Autoviz ⭐ 458
Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
Hpbandster ⭐ 442
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
Pba ⭐ 400
Efficient Learning of Augmentation Policy Schedules
Hyperactive ⭐ 310
An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.
Auto_viml ⭐ 275
Automatically Build Multiple ML Models with a Single Line of Code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
Fedot ⭐ 242
Automated modeling and machine learning framework FEDOT
Lale ⭐ 230
Library for Semi-Automated Data Science
Autofeat ⭐ 229
Linear Prediction Model with Automated Feature Engineering and Selection Capabilities
Remixautoml ⭐ 172
R package for automation of machine learning, forecasting, feature engineering, model evaluation, model interpretation, recommenders, and EDA.
Auptimizer ⭐ 162
An automatic ML model optimization tool.
Autoclint ⭐ 150
A specially designed light version of Fast AutoAugment
Simon Frontend ⭐ 96
💹 SIMON is powerful, flexible, open-source and easy to use machine learning knowledge discovery platform 💻
Autoalbument ⭐ 89
AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/
Covid Ct Code ⭐ 36
Fully automated code for Covid-19 detection from CT scans from paper: https://doi.org/10.1016/j.bspc.2021.102588
Awesome Automl ⭐ 34
collecting related resources of automated machine learning here
A2ml ⭐ 33
Common API for all "second gen" AutoML APIs: Auger.AI, Google Cloud AutoML and Azure AutoML
Mindware ⭐ 28
An efficient open-source AutoML system for automating machine learning lifecycle, including feature engineering, neural architecture search, and hyper-parameter tuning.
Graphcl_automated ⭐ 27
[ICML 2021] "Graph Contrastive Learning Automated" by Yuning You, Tianlong Chen, Yang Shen, Zhangyang Wang
Conveyer ⭐ 26
Machine Learning for everybody.
Autodeepnet ⭐ 24
Automated deep learning!
Azure Machine Learning Bootcamp ⭐ 20
Azure Machine Learning Bootcamp
Predict Household Poverty ⭐ 18
Predict the poverty of households in Costa Rica using automated feature engineering.
Simplifai ⭐ 17
Free automated deep learning for spreadsheets
Featuretoolsonspark ⭐ 16
A simplified version of featuretools for Spark
Autoprognosis ⭐ 16
Code for the ICML 2018 paper: "AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization", by A. M. Alaa and M. van der Schaar.
Empythy ⭐ 15
Automated NLP sentiment predictions- batteries included, or use your own data
Autodo ⭐ 15
Official PyTorch code for CVPR 2021 paper "AutoDO: Robust AutoAugment for Biased Data with Label Noise via Scalable Probabilistic Implicit Differentiation"
Auto Surprise ⭐ 14
An AutoRecSys library for Surprise. Automate algorithm selection and hyperparameter tuning 🚀
Automl ⭐ 14
Onepanel AutoML
Optimalflow ⭐ 13
OptimalFlow is an omni-ensemble and scalable automated machine learning Python toolkit, which uses Pipeline Cluster Traversal Experiments(PCTE) and Selection-based Feature Preprocessor with Ensemble Encoding(SPEE), to help data scientists build optimal models, and automate supervised learning workflow with simpler coding.
Ai Resources ⭐ 13
Personal Artificial Intelligence Resources List
Autolearn ⭐ 11
AutoLearn, a domain independent regression-based feature learning algorithm.
Dataexplore Workshop ⭐ 9
data explore using machine learning & deep learning
Fraud Loan Predictions Using Automated Machine Learning ⭐ 9
This repo contains the assets used for a workshop where we use IBM's AutoAI service to build a credit risk predictive machine learning model that help in deciding whether a bank should accept a customer's loan application or reject it.
Cooka ⭐ 8
A lightweight and visualization AutoML system
Hpbandster Sklearn ⭐ 7
A scikit-learn wrapper for HpBandSter hyper parameter search.
Diaml ⭐ 6
Semi-automated machine learning pipelines
Simon Backend ⭐ 6
Back-end interface for SIMON https://github.com/genular/simon-frontend
Aul ⭐ 5
Automated Deep learning & Machine Learning in JavaScript, in browser locally or in node.
Evolutionaryforest ⭐ 5
An open source python library for automated feature engineering based on Genetic Programming
Classical And Quantum Regression Analysis For The Optoelectronic Performance Of Ntcda ⭐ 5
This repository contains the notebooks that can reproduce the results presented in the paper "Classical and quantum regression analysis for the optoelectronic performance of NTCDA/p-Si UV photodiode"
Kaefa ⭐ 4
# kaefa kwangwoon automated exploratory factor analysis for improving research capability to identify unexplained factor structure with complexly cross-classified multilevel structured data in R environment
Auto Machinelearning ⭐ 4
Provides easy API to create and train sweepable pipeline for ML.Net over a group of pre-defined paramaters and trainers
Insolver ⭐ 4
Low code machine learning library, specified for insurance tasks: prepare data, build model, implement into production.
Bandit Bo ⭐ 3
Bayesian Optimization for Categorical and Continuous Inputs
Xrl ⭐ 3
Automated & super fast PyTorch deep reinforcement learning platform for autonomous driving
Spos ⭐ 3
Re-implementation of Single Path One-Shot NAS based on pytorch.
Automl On Kaggle ⭐ 2
Getting to top 4% on Kaggle's Titanic using Azure Automated Machine Learning
Awesome Automated Machine Learning ⭐ 2
A curated list of awesome automated machine learning resources
Grammaropt ⭐ 2
Grammaropt : a framework for optimizing over domain specific languages (DSLs)
Fm Learn ⭐ 2
Federated Meta-Learning: a concept that allows everyone to benefit from the data that is generated through machine learning libraries.
Cheapatlas ⭐ 2
Build your own low-cost multipurpose demographics atlas
Rian ⭐ 2
Data Analysis Templating System for enterprise and scientific application
Dvc 3 Automate Experiments ⭐ 1
Tutorial: Automate DVC experiments helps to automate your Machine Learning experiments, manage metrics, reports and models versions
Turbo_bbo_neurips_2020 ⭐ 1
An improved version of Turbo algorithm for the Black-box optimization competition organized by NeurIPS 2020
Vivid ⭐ 1
Next generation framework for collaborative data science and automated machine learning
A2e ⭐ 1
A library based on Keras, SMAC and HpBandSter to auto tune autoencoder architectures.
Autospeech2020 ⭐ 1
1st place solution to Automated Machine Learning https://www.automl.ai/competitions/2
Automated Predictive Maintenance System ⭐ 1
This project sketches out an entire business plan for designing and launching Automated Predictive Maintenance System from scratch
Autokeras Arcfacehead ⭐ 1
ArcFace head module for Automated feature extraction/Deep Metric Learning with Autokeras
Mlglass ⭐ 1
We share in this repository some codes and data used during our research about glass property prediction and the design of new glasses.
Simpleml ⭐ 1
No-code Machine learning (Pre-alpha)
Logicx ⭐ 1
Open source library intended to bridge the gap between a non-technical audience and the ability to engineer Intelligent solutions.
Auto Learning ⭐ 1
lncremental-learning Hyperparameter Optimization in Python
Pipelineopt ⭐ 1
Pipelineopt, sckit-learn automatic pipeline optimization
Visual Inspection Auto Train ⭐ 1
Graniteai ⭐ 0
Automated machine learning and data mining software
1-84 of 84 projects

Related Projects

Python Automated Machine Learning Projects (60)
Automl Automated Machine Learning Projects (59)
Machine Learning Automated Projects (5)
Advertising 📦 9
All Projects
Application Programming Interfaces 📦 120
Applications 📦 181
Artificial Intelligence 📦 72
Blockchain 📦 70
Build Tools 📦 111
Cloud Computing 📦 79
Code Quality 📦 28
Collaboration 📦 30
Command Line Interface 📦 48
Community 📦 81
Companies 📦 60
Compilers 📦 60
Computer Science 📦 74
Configuration Management 📦 39
Content Management 📦 167
Control Flow 📦 197
Data Formats 📦 77
Data Processing 📦 266
Data Storage 📦 132
Economics 📦 60
Frameworks 📦 198
Games 📦 122
Graphics 📦 103
Hardware 📦 148
Integrated Development Environments 📦 47
Learning Resources 📦 147
Legal 📦 28
Libraries 📦 119
Lists Of Projects 📦 21
Machine Learning 📦 336
Mapping 📦 61
Marketing 📦 15
Mathematics 📦 55
Media 📦 228
Messaging 📦 97
Networking 📦 304
Operating Systems 📦 84
Operations 📦 120
Package Managers 📦 52
Programming Languages 📦 229
Runtime Environments 📦 96
Science 📦 42
Security 📦 375
Social Media 📦 26
Software Architecture 📦 70
Software Development 📦 68
Software Performance 📦 57
Software Quality 📦 127
Text Editors 📦 45
Text Processing 📦 131
User Interface 📦 310
User Interface Components 📦 465
Version Control 📦 29
Virtualization 📦 68
Web Browsers 📦 38
Web Servers 📦 25
Web User Interface 📦 194
"GitHub" is a registered trademark of GitHub, Inc. Awesome Open Source is not affiliated with GitHub.

All non readme contents or Github based topics or project metadata copyright Awesome Open Source 2018-2021