The Top 23 Automl Open Source Projects

Open source projects categorized as Automl

Categories > Machine Learning > Automl

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

dependent packages 363total releases 95most recent commit 9 months ago

Best Of Ml Python ⭐ 14,990

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

most recent commit 9 months ago

Nni ⭐ 13,904

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

dependent packages 27total releases 55most recent commit 3 months ago

Tpot ⭐ 9,516

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

dependent packages 22total releases 62most recent commit 6 months ago

Autokeras ⭐ 9,103

AutoML library for deep learning

dependent packages 5total releases 58most recent commit 7 months ago

Autogluon ⭐ 7,670

Fast and Accurate ML in 3 Lines of Code

dependent packages 14total releases 1,168most recent commit 23 days ago

Auto Sklearn ⭐ 7,262

Automated Machine Learning with scikit-learn

dependent packages 24total releases 42most recent commit 10 months ago

Machinelearning Samples ⭐ 4,259

Samples for ML.NET, an open source and cross-platform machine learning framework for .NET.

most recent commit 9 months ago

Zenml ⭐ 3,841

ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.

dependent packages 2total releases 116most recent commit 3 months ago

Awesome Automl Papers ⭐ 3,607

A curated list of automated machine learning papers, articles, tutorials, slides and projects

most recent commit 2 years ago

Flaml ⭐ 3,500

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

dependent packages 11total releases 92most recent commit 9 months ago

Statsforecast ⭐ 3,339

Lightning ⚡️ fast forecasting with statistical and econometric models.

dependent packages 26total releases 27most recent commit 9 months ago

Adanet ⭐ 3,309

Fast and flexible AutoML with learning guarantees.

dependent packages 1total releases 13most recent commit 3 years ago

Awesome Mlops ⭐ 3,233

😎 A curated list of awesome MLOps tools

most recent commit 9 months ago

Merlion ⭐ 3,179

Merlion: A Machine Learning Framework for Time Series Intelligence

dependent packages 3total releases 18most recent commit a year ago

Igel ⭐ 3,037

a delightful machine learning tool that allows you to train, test, and use models without writing code

total releases 34most recent commit 2 years ago

Mljar Supervised ⭐ 2,867

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

dependent packages 2total releases 84most recent commit 9 months ago

Keras Tuner ⭐ 2,795

A Hyperparameter Tuning Library for Keras

dependent packages 60total releases 34most recent commit 9 months ago

Darts ⭐ 2,775

Differentiable architecture search for convolutional and recurrent networks

most recent commit 5 years ago

Pocketflow ⭐ 2,553

An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.

most recent commit 4 years ago

Forecasting ⭐ 2,540

Time Series Forecasting Best Practices & Examples

most recent commit a year ago

Machine Learning ⭐ 2,260

머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)

most recent commit 10 months ago

Awesome System For Machine Learning ⭐ 2,244

A curated list of research in machine learning systems (MLSys). Paper notes are also provided.

most recent commit 10 months ago

The 10 Most Depended On Automl Open Source Projects

Ray ⭐ 29,596

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

dependent packages 363total releases 95latest release December 04, 2023most recent commit 9 months ago

Keras Tuner ⭐ 2,795

A Hyperparameter Tuning Library for Keras

dependent packages 60total releases 34latest release November 07, 2023most recent commit 9 months ago

Nni ⭐ 13,904

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

dependent packages 27total releases 55latest release September 14, 2023most recent commit 3 months ago

Statsforecast ⭐ 3,339

Lightning ⚡️ fast forecasting with statistical and econometric models.

dependent packages 26total releases 27latest release August 23, 2023most recent commit 9 months ago

Auto Sklearn ⭐ 7,262

Automated Machine Learning with scikit-learn

dependent packages 24total releases 42latest release September 20, 2022most recent commit 10 months ago

Tpot ⭐ 9,516

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

dependent packages 22total releases 62latest release August 15, 2023most recent commit 6 months ago

Hpbandster ⭐ 551

a distributed Hyperband implementation on Steroids

dependent packages 14total releases 8latest release November 06, 2018most recent commit 2 years ago

Autogluon ⭐ 7,670

Fast and Accurate ML in 3 Lines of Code

dependent packages 14total releases 1,168latest release December 10, 2023most recent commit 23 days ago

Flaml ⭐ 3,500

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

dependent packages 11total releases 92latest release October 02, 2023most recent commit 9 months ago

Mlprimitives ⭐ 67

Primitives for machine learning and data science.

dependent packages 11total releases 37latest release November 09, 2021most recent commit a year ago

The 10 Latest Releases In Automl Open Source Projects

Upgini ⭐ 272

Data search & enrichment library for Machine Learning → Easily find and add relevant features to your ML & AI pipeline from hundreds of public and premium external data sources, including open & commercial LLMs

total releases 524latest release December 12, 2023most recent commit 9 months ago

Pyglove ⭐ 311

Manipulating Python Programs

dependent packages 5total releases 480latest release December 12, 2023most recent commit 9 months ago

Sparsify ⭐ 310

ML model optimization product to accelerate inference.

total releases 136latest release December 11, 2023most recent commit 10 months ago

Autogluon ⭐ 7,670

Fast and Accurate ML in 3 Lines of Code

dependent packages 14total releases 1,168latest release December 10, 2023most recent commit 23 days ago

Scalecast ⭐ 292

The practitioner's forecasting library

total releases 186latest release December 04, 2023most recent commit 9 months ago

Ray ⭐ 29,596

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

dependent packages 363total releases 95latest release December 04, 2023most recent commit 9 months ago

Sparseml ⭐ 1,910

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

dependent packages 5total releases 37latest release December 04, 2023most recent commit 9 months ago

Sapientml ⭐ 407

Generative AutoML for Tabular Data

dependent packages 4total releases 41latest release December 04, 2023most recent commit 9 months ago

E2eaiok ⭐ 30

Intel® End-to-End AI Optimization Kit

total releases 154latest release December 02, 2023most recent commit 9 months ago

Zenml ⭐ 3,841

ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.

dependent packages 2total releases 116latest release November 28, 2023most recent commit 3 months ago

Popular Machine Learning Categories

Natural Language Processing

Neural Network

Neural

Computer Vision

Convolutional Neural Networks

Keras