automated-machine-learning
There are 174 repositories under automated-machine-learning topic.
microsoft/nni
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
EpistasisLab/tpot
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
autogluon/autogluon
Fast and Accurate ML in 3 Lines of Code
keras-team/autokeras
AutoML library for deep learning
automl/auto-sklearn
Automated Machine Learning with scikit-learn
alteryx/featuretools
An open source python library for automated feature engineering
microsoft/FLAML
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
mljar/mljar-supervised
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
salesforce/TransmogrifAI
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
AutoViML/AutoViz
Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
ClimbsRocks/auto_ml
[UNMAINTAINED] Automated machine learning for analytics & production
kakaobrain/fast-autoaugment
Official Implementation of 'Fast AutoAugment' in PyTorch.
AxeldeRomblay/MLBox
MLBox is a powerful Automated Machine Learning python library.
sb-ai-lab/LightAutoML
Fast and customizable framework for automatic ML model creation (AutoML)
LiYangHart/Hyperparameter-Optimization-of-Machine-Learning-Algorithms
Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)
reiinakano/xcessiv
A web-based application for quick, scalable, and automated hyperparameter tuning and stacked ensembling in Python.
automl/SMAC3
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization
DeepWisdom/AutoDL
Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS.
sberbank-ai-lab/LightAutoML
LAMA - automatic model creation framework
aimclub/FEDOT
Automated modeling and machine learning framework FEDOT
automl/HpBandSter
a distributed Hyperband implementation on Steroids
Western-OC2-Lab/AutoML-Implementation-for-Static-and-Dynamic-Data-Analytics
Implementation/Tutorial of using Automated Machine Learning (AutoML) methods for static/batch and online/continual learning
AutoViML/Auto_ViML
Automatically Build Multiple ML Models with a Single Line of Code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
cod3licious/autofeat
Linear Prediction Model with Automated Feature Engineering and Selection Capabilities
SimonBlanke/Hyperactive
An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.
arcelien/pba
Efficient Learning of Augmentation Policy Schedules
microsoft/archai
Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.
sapientml/sapientml
Generative AutoML for Tabular Data
ClimbsRocks/machineJS
[UNMAINTAINED] Automated machine learning- just give it a data file! Check out the production-ready version of this project at ClimbsRocks/auto_ml
IBM/lale
Library for Semi-Automated Data Science
AdrianAntico/AutoQuant
R package for automation of machine learning, forecasting, model evaluation, and model interpretation
EpistasisLab/tpot2
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
albumentations-team/autoalbument
AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/
LGE-ARC-AdvancedAI/auptimizer
An automatic ML model optimization tool.
mljar/automl-app
AutoML Web App - build Machine Learning pipeline in automatic way with Graphical User Interface (GUI). You can run app locally!
kakaobrain/autoclint
A specially designed light version of Fast AutoAugment