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

✭ 2,084

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Autoclint

A specially designed light version of Fast AutoAugment

✭ 171

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Auptimizer

An automatic ML model optimization tool.

✭ 166

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Remixautoml

R package for automation of machine learning, forecasting, feature engineering, model evaluation, model interpretation, data generation, and recommenders.

✭ 159

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Auto ml

[UNMAINTAINED] Automated machine learning for analytics & production

Nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

Autoalbument

AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/

✭ 99

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Fast Autoaugment

Official Implementation of 'Fast AutoAugment' in PyTorch.

✭ 1,297

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Xcessiv

A web-based application for quick, scalable, and automated hyperparameter tuning and stacked ensembling in Python.

✭ 1,255

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Mlbox

MLBox is a powerful Automated Machine Learning python library.

✭ 1,199

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Tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

✭ 8,378

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Autokeras

AutoML library for deep learning

✭ 8,269

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Awesome Automl

collecting related resources of automated machine learning here

✭ 39

automl automated-machine-learning

Mljar Supervised

Automated Machine Learning Pipeline with Feature Engineering and Hyper-Parameters Tuning 🚀

✭ 961

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Autodl

Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL [email protected]

✭ 854

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Featuretools

An open source python library for automated feature engineering

✭ 5,891

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Auto Sklearn

Automated Machine Learning with scikit-learn

✭ 5,916

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Smac3

Sequential Model-based Algorithm Configuration

✭ 564

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Pba

Efficient Learning of Augmentation Policy Schedules

✭ 461

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Hpbandster

a distributed Hyperband implementation on Steroids

✭ 456

python automl hyperparameter-optimization neural-architecture-search bayesian-optimization automated-machine-learning

Machinejs

[UNMAINTAINED] Automated machine learning- just give it a data file! Check out the production-ready version of this project at ClimbsRocks/auto_ml

✭ 412

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Autoviz

Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.

✭ 310

python python3 machine-learning visualization scikit-learn automl xgboost automated-machine-learning

Autogluon

AutoGluon: AutoML for Text, Image, and Tabular Data

mindware

An efficient open-source AutoML system for automating machine learning lifecycle, including feature engineering, neural architecture search, and hyper-parameter tuning.

✭ 34

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FEDOT

Automated modeling and machine learning framework FEDOT

✭ 312

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autodo

Official PyTorch code for CVPR 2021 paper "AutoDO: Robust AutoAugment for Biased Data with Label Noise via Scalable Probabilistic Implicit Differentiation"

✭ 19

python automl automated-machine-learning autoaugment

simplifai

Free automated deep learning for spreadsheets

✭ 17