automated-machine-learning 开源项目推荐（194 个）

microsoft /nni

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

autogluon /autogluon

3行代码中快速准确的ML

EpistasisLab /tpot

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

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

用于表格数据上的AutoML的Python包，具有特征工程、超参数调优、简化和自动文档

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

只需一行代码即可自动可视化任何大小的任何数据集。 由Ram Seshadri创作。欢迎合作者。应请求授予许可。

ClimbsRocks /auto_ml

[UNMAINTAINED] Automated machine learning for analytics & production

WecoAI /aideml

AIDE：代码空间中的人工智能驱动探索。实现人工智能研发自动化的机器学习工程代理。

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)

automl /SMAC3

SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

reiinakano /xcessiv

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

DeepWisdom /AutoDL

Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS.

WecoAI /awesome-autoresearch

整理的AutoResearch用例列表，附有优化痕迹和开源实现