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The Top 80 Automated Machine Learning Open Source Projects

Categories > Machine Learning > Automated Machine Learning
Nni ⭐ 11,504
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
dependent packages 22total releases 49most recent commit a day agopypi nni} Downloads
Tpot ⭐ 8,563
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
dependent packages 18total releases 60most recent commit 8 days agopypi TPOT} Downloads
Autokeras ⭐ 8,495
AutoML library for deep learning
dependent packages 3total releases 56most recent commit 11 days agopypi autokeras} Downloads
Auto Sklearn ⭐ 6,276
Automated Machine Learning with scikit-learn
dependent packages 15total releases 41most recent commit 9 days agopypi auto-sklearn} Downloads
Featuretools ⭐ 6,184
An open source python library for automated feature engineering
dependent packages 28total releases 80most recent commit 14 hours agopypi featuretools} Downloads
Autogluon ⭐ 4,509
AutoGluon: AutoML for Image, Text, and Tabular Data
dependent packages 10total releases 592most recent commit 2 days agopypi autogluon.core} Downloads
Transmogrifai ⭐ 2,099
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
dependent packages 3total releases 9most recent commit 3 months ago
Flaml ⭐ 1,868
A fast library for AutoML and tuning.
dependent packages 3total releases 60most recent commit a day agopypi FLAML} Downloads
Mljar Supervised ⭐ 1,866
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
dependent packages 2total releases 76most recent commit a month agopypi mljar-supervised} Downloads
Auto_ml ⭐ 1,442
[UNMAINTAINED] Automated machine learning for analytics & production
dependent packages 2total releases 78most recent commit 3 years agopypi auto_ml} Downloads
Fast Autoaugment ⭐ 1,358
Official Implementation of 'Fast AutoAugment' in PyTorch.
most recent commit a year ago
Mlbox ⭐ 1,282
MLBox is a powerful Automated Machine Learning python library.
total releases 21most recent commit 4 months 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 4 years ago
Autodl ⭐ 944
Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL [email protected]
total releases 2most recent commit 4 months ago
Smac3 ⭐ 699
Sequential Model-based Algorithm Configuration
dependent packages 1total releases 7most recent commit 8 days ago
Autoviz ⭐ 690
Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
dependent packages 6total releases 51most recent commit a month agopypi autoviz} Downloads
Hpbandster ⭐ 532
a distributed Hyperband implementation on Steroids
dependent packages 2total releases 8most recent commit a month agopypi hpbandster} Downloads
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 1total releases 8most recent commit 6 years agonpm machinejs} Downloads
Pba ⭐ 400
Efficient Learning of Augmentation Policy Schedules
most recent commit 3 years ago
Hyperactive ⭐ 397
An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.
dependent packages 3total releases 66most recent commit 7 days agopypi hyperactive} Downloads
Fedot ⭐ 386
Automated modeling and machine learning framework FEDOT
total releases 12most recent commit 3 days ago
Archai ⭐ 353
Archai accelerates Neural Architecture Search (NAS) through fast, reproducible and modular research.
total releases 3most recent commit 11 days ago
Auto_viml ⭐ 340
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 136most recent commit a month agopypi autoviml} Downloads
Lale ⭐ 257
Library for Semi-Automated Data Science
dependent packages 1total releases 61most recent commit 5 days agopypi lale} Downloads
Autofeat ⭐ 252
Linear Prediction Model with Automated Feature Engineering and Selection Capabilities
dependent packages 1total releases 24most recent commit 7 months agopypi autofeat} Downloads
Cooka ⭐ 209
A lightweight and visualization AutoML system
most recent commit 5 months ago
Remixautoml ⭐ 194
R package for automation of machine learning, forecasting, feature engineering, model evaluation, model interpretation, recommenders, and EDA.
most recent commit 3 days ago
Auptimizer ⭐ 182
An automatic ML model optimization tool.
total releases 7most recent commit 3 months ago
Autoclint ⭐ 150
A specially designed light version of Fast AutoAugment
most recent commit 2 years ago
Simon Frontend ⭐ 96
💹 SIMON is powerful, flexible, open-source and easy to use machine learning knowledge discovery platform 💻
most recent commit a year ago
Autoalbument ⭐ 89
AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/
total releases 10most recent commit a year ago
Graphcl_automated ⭐ 47
[ICML 2021] "Graph Contrastive Learning Automated" by Yuning You, Tianlong Chen, Yang Shen, Zhangyang Wang; [WSDM 2022] "Bringing Your Own View: Graph Contrastive Learning without Prefabricated Data Augmentations" by Yuning You, Tianlong Chen, Zhangyang Wang, Yang Shen
most recent commit 5 months ago
A2ml ⭐ 36
Common API for all "second gen" AutoML APIs: Auger.AI, Google Cloud AutoML and Azure AutoML
most recent commit 15 days ago
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
most recent commit 8 months ago
Awesome Automl ⭐ 34
collecting related resources of automated machine learning here
most recent commit 2 years ago
Mindware ⭐ 34
An efficient open-source AutoML system for automating machine learning lifecycle, including feature engineering, neural architecture search, and hyper-parameter tuning.
most recent commit 4 months ago
Evolutionaryforest ⭐ 27
An open source python library for automated feature engineering based on Genetic Programming
most recent commit 3 months ago
Conveyer ⭐ 26
Machine Learning for everybody.
most recent commit 3 years ago
Autodeepnet ⭐ 24
Automated deep learning!
most recent commit 5 years ago
Optimalflow ⭐ 22
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.
most recent commit 2 months ago
Azure Machine Learning Bootcamp ⭐ 20
Azure Machine Learning Bootcamp
most recent commit 2 years ago
Auto Surprise ⭐ 19
An AutoRecSys library for Surprise. Automate algorithm selection and hyperparameter tuning 🚀
most recent commit 25 days ago
Predict Household Poverty ⭐ 18
Predict the poverty of households in Costa Rica using automated feature engineering.
most recent commit 2 years ago
Simplifai ⭐ 17
Free automated deep learning for spreadsheets
most recent commit 4 years ago
Ai Resources ⭐ 17
Personal Artificial Intelligence Resources List
most recent commit a month ago
Featuretoolsonspark ⭐ 16
A simplified version of featuretools for Spark
most recent commit 3 years ago
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.
most recent commit 2 years ago
Autodo ⭐ 15
Official PyTorch code for CVPR 2021 paper "AutoDO: Robust AutoAugment for Biased Data with Label Noise via Scalable Probabilistic Implicit Differentiation"
most recent commit 10 months ago
Empythy ⭐ 15
Automated NLP sentiment predictions- batteries included, or use your own data
most recent commit 4 years ago
Autolearn ⭐ 11
AutoLearn, a domain independent regression-based feature learning algorithm.
most recent commit 3 years ago
Dataexplore Workshop ⭐ 9
data explore using machine learning & deep learning
most recent commit 3 years ago
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.
most recent commit a year ago
Insolver ⭐ 8
Low code machine learning library, specified for insurance tasks: prepare data, build model, implement into production.
most recent commit a day ago
Hpbandster Sklearn ⭐ 7
A scikit-learn wrapper for HpBandSter hyper parameter search.
most recent commit a year ago
Simon Backend ⭐ 6
Back-end interface for SIMON https://github.com/genular/simon-frontend
most recent commit a year ago
Diaml ⭐ 6
Semi-automated machine learning pipelines
most recent commit 4 years ago
Aul ⭐ 5
Automated Deep learning & Machine Learning in JavaScript, in browser locally or in node.
most recent commit 2 years ago
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"
most recent commit 9 months ago
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
most recent commit 25 days ago
Auto Machinelearning ⭐ 4
Provides easy API to create and train sweepable pipeline for ML.Net over a group of pre-defined paramaters and trainers
most recent commit a year ago
Bandit Bo ⭐ 3
Bayesian Optimization for Categorical and Continuous Inputs
most recent commit 2 years ago
Awesome Automated Machine Learning ⭐ 2
A curated list of awesome automated machine learning resources
most recent commit 3 years ago
Automl On Kaggle ⭐ 2
Getting to top 4% on Kaggle's Titanic using Azure Automated Machine Learning
most recent commit 2 years ago
Rian ⭐ 2
Data Analysis Templating System for enterprise and scientific application
most recent commit 3 years ago
Grammaropt ⭐ 2
Grammaropt : a framework for optimizing over domain specific languages (DSLs)
most recent commit 3 years ago
Tool Credit Risk Modelling ⭐ 2
Tool demonstrating building credit risk models
most recent commit 18 days ago
Fm Learn ⭐ 2
Federated Meta-Learning: a concept that allows everyone to benefit from the data that is generated through machine learning libraries.
most recent commit a year ago
Cheapatlas ⭐ 2
Build your own low-cost multipurpose demographics atlas
most recent commit a year ago
Simpleml ⭐ 1
No-code Machine learning (Pre-alpha)
most recent commit 2 years ago
Dvc 3 Automate Experiments ⭐ 1
Tutorial: Automate DVC experiments helps to automate your Machine Learning experiments, manage metrics, reports and models versions
most recent commit 2 years ago
Vivid ⭐ 1
Next generation framework for collaborative data science and automated machine learning
most recent commit 3 years ago
Visual Inspection Auto Train ⭐ 1
most recent commit a year ago
Turbo_bbo_neurips_2020 ⭐ 1
An improved version of Turbo algorithm for the Black-box optimization competition organized by NeurIPS 2020
most recent commit a year ago
A2e ⭐ 1
A library based on Keras, SMAC and HpBandSter to auto tune autoencoder architectures.
most recent commit a year ago
Automated Predictive Maintenance System ⭐ 1
This project sketches out an entire business plan for designing and launching Automated Predictive Maintenance System from scratch
most recent commit a year ago
Autokeras Arcfacehead ⭐ 1
ArcFace head module for Automated feature extraction/Deep Metric Learning with Autokeras
most recent commit a year ago
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.
most recent commit 9 months ago
Pipelineopt ⭐ 1
Pipelineopt, sckit-learn automatic pipeline optimization
most recent commit 5 years ago
Auto Learning ⭐ 1
lncremental-learning Hyperparameter Optimization in Python
most recent commit 3 years ago
Autospeech2020 ⭐ 1
1st place solution to Automated Machine Learning https://www.automl.ai/competitions/2
most recent commit 2 years ago
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