42 Open Source Automated Machine Learning Software Projects
Free and open source automated machine learning code projects including engines, APIs, generators, and tools.
Tpot 7554 ⭐
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
Nni 7302 ⭐
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Transmogrifai 1949 ⭐
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
Xcessiv 1254 ⭐
A web-based application for quick, scalable, and automated hyperparameter tuning and stacked ensembling in Python.
Autodl 772 ⭐
Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL [email protected]
Machine.js 411 ⭐
[UNMAINTAINED] Automated machine learning- just give it a data file! Check out the production-ready version of this project at ClimbsRocks/auto_ml
Autoviz 230 ⭐
Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
Auto_viml 146 ⭐
Automatically Build Multiple ML Models with a Single Line of Code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
Autofeat 136 ⭐
Linear Prediction Model with Automated Feature Engineering and Selection Capabilities
Featurelabs Compose 143 ⭐
A machine learning tool for automated prediction engineering. It allows you to easily structure prediction problems and generate labels for supervised learning.
Remixautoml 115 ⭐
R package for automation of machine learning, forecasting, feature engineering, model evaluation, model interpretation, data generation, and recommenders.
Simon Frontend 79 ⭐
:chart: SIMON is powerful, flexible, open-source and easy to use machine learning knowledge discovery platform :computer:
A2ml 26 ⭐
Common API for all "second gen" AutoML APIs: Auger.AI, Google Cloud AutoML and Azure AutoML
Autoprognosis 28 ⭐
Codebase for "AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization", ICML 2018.
Hyperactive 22 ⭐
A hyperparameter optimization and meta-learning toolbox for convenient and fast prototyping of machine-/deep-learning models.
Predict Household Poverty 19 ⭐
Predict the poverty of households in Costa Rica using automated feature engineering.
Covid Ct Code 14 ⭐
Fully automated code for Covid-19 detection from CT scans from paper : https://doi.org/10.1101/2020.06.08.20121541
Metaod 36 ⭐
Automating Outlier Detection via Meta-Learning (Code, API, and Contribution Instructions)