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The Top 23 Machine Learning Automl Open Source Projects

Open source projects categorized as Machine Learning Automl
Categories > Machine Learning > Machine Learning
Ray ⭐ 24,807
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.
dependent packages 199total releases 76most recent commit 20 minutes agopypi ray} Downloads
Mindsdb ⭐ 14,784
A low-code Machine Learning platform to help developers build #AI solutions
dependent packages 1total releases 42most recent commit 30 minutes agopypi mindsdb} Downloads
Best Of Ml Python ⭐ 13,088
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
most recent commit 6 days ago
Nni ⭐ 12,657
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
dependent packages 22total releases 51most recent commit 4 hours agopypi nni} Downloads
Tpot ⭐ 8,996
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
dependent packages 18total releases 60most recent commit 5 days agopypi TPOT} Downloads
Autokeras ⭐ 8,785
AutoML library for deep learning
dependent packages 3total releases 57most recent commit 2 days agopypi autokeras} Downloads
Featuretools ⭐ 6,576
An open source python library for automated feature engineering
dependent packages 29total releases 89most recent commit a day agopypi featuretools} Downloads
H2o 3 ⭐ 6,195
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
dependent packages 30total releases 232most recent commit an hour ago
Autogluon ⭐ 5,525
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
most recent commit an hour ago
Machinelearning Samples ⭐ 3,933
Samples for ML.NET, an open source and cross-platform machine learning framework for .NET.
most recent commit 6 days ago
Adanet ⭐ 3,309
Fast and flexible AutoML with learning guarantees.
total releases 13most recent commit 2 years ago
Igel ⭐ 2,964
a delightful machine learning tool that allows you to train, test, and use models without writing code
total releases 34most recent commit a year ago
Merlion ⭐ 2,921
Merlion: A Machine Learning Framework for Time Series Intelligence
total releases 14most recent commit 7 days ago
Zenml ⭐ 2,761
ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.
most recent commit an hour ago
Keras Tuner ⭐ 2,699
A Hyperparameter Tuning Library for Keras
dependent packages 44total releases 16most recent commit 2 days agopypi keras-tuner} Downloads
Mljar Supervised ⭐ 2,390
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
dependent packages 2total releases 77most recent commit 3 months agopypi mljar-supervised} Downloads
Forecasting ⭐ 2,389
Time Series Forecasting Best Practices & Examples
most recent commit 4 months ago
Flaml ⭐ 2,355
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
dependent packages 4total releases 68most recent commit 2 hours agopypi FLAML} Downloads
Statsforecast ⭐ 2,333
Lightning ⚡️ fast forecasting with statistical and econometric models.
dependent packages 5total releases 11most recent commit 14 days agopypi statsforecast} Downloads
Awesome Mlops ⭐ 2,193
😎 A curated list of awesome MLOps tools
most recent commit 10 days ago
Transmogrifai ⭐ 2,099
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
dependent packages 3total releases 9most recent commit a year ago
Libra ⭐ 1,927
Ergonomic machine learning for everyone.
dependent packages 1total releases 21most recent commit a year agopypi libra} Downloads
Lazypredict ⭐ 1,914
Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning
total releases 12most recent commit 15 days ago
The 10 Most Depended On Machine Learning Automl Open Source Projects
Keras Tuner ⭐ 2,699
A Hyperparameter Tuning Library for Keras
dependent packages 44total releases 16latest release March 25, 2022most recent commit 2 days agopypi keras-tuner} Downloads
Featuretools ⭐ 6,576
An open source python library for automated feature engineering
dependent packages 29total releases 89latest release July 05, 2022most recent commit a day agopypi featuretools} Downloads
Tpot ⭐ 8,996
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
dependent packages 18total releases 60latest release January 06, 2021most recent commit 5 days agopypi TPOT} Downloads
Modelfox ⭐ 1,354
ModelFox makes it easy to train, deploy, and monitor machine learning models.
dependent packages 6total releases 3latest release July 19, 2021most recent commit 5 months agocargo tangram_zip} Downloads
Auto_ml ⭐ 1,442
[UNMAINTAINED] Automated machine learning for analytics & production
dependent packages 6total releases 78latest release February 22, 2018most recent commit 4 years agopypi auto_ml} Downloads
Statsforecast ⭐ 2,333
Lightning ⚡️ fast forecasting with statistical and econometric models.
dependent packages 5total releases 11latest release June 27, 2022most recent commit 14 days agopypi statsforecast} Downloads
The 10 Latest Releases In Machine Learning Automl Open Source Projects
Active Learning As A Service ⭐ 186
A scalable & efficient active learning/data selection system for everyone.
total releases 5latest release January 02, 2023most recent commit 3 months ago
Deepsparse ⭐ 1,389
Inference runtime offering GPU-class performance on CPUs and APIs to integrate ML into your application
dependent packages 2total releases 24latest release July 07, 2022most recent commit 2 hours agopypi deepsparse} Downloads
Scalecast ⭐ 204
The practitioner's forecasting library
total releases 109latest release July 06, 2022most recent commit 2 days ago
Featuretools ⭐ 6,576
An open source python library for automated feature engineering
dependent packages 29total releases 89latest release July 05, 2022most recent commit a day agopypi featuretools} Downloads
Lale ⭐ 299
Library for Semi-Automated Data Science
dependent packages 1total releases 75latest release June 29, 2022most recent commit 17 hours agopypi lale} Downloads
Merlion ⭐ 2,921
Merlion: A Machine Learning Framework for Time Series Intelligence
total releases 14latest release June 28, 2022most recent commit 7 days ago
Statsforecast ⭐ 2,333
Lightning ⚡️ fast forecasting with statistical and econometric models.
dependent packages 5total releases 11latest release June 27, 2022most recent commit 14 days agopypi statsforecast} Downloads
Evalml ⭐ 594
EvalML is an AutoML library written in python.
dependent packages 2total releases 54latest release June 27, 2022most recent commit 3 hours agopypi evalml} Downloads
Popular Machine Learning Categories
Machine Learning
Deep Learning
Pytorch
Tensorflow
Neural
Natural Language Processing
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