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The Top 23 Data Science Automl Open Source Projects

Open source projects categorized as Data Science Automl
Categories > Data Processing > Data Science
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 95most recent commit 3 months agopypi ray} Downloads
Best Of Ml Python ⭐ 14,990
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
most recent commit 3 months ago
Nni ⭐ 13,725
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 2 months agopypi nni} Downloads
Tpot ⭐ 9,463
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
dependent packages 22total releases 62most recent commit 2 months agopypi TPOT} Downloads
Autogluon ⭐ 7,109
Fast and Accurate ML in 3 Lines of Code
dependent packages 14total releases 1,168most recent commit 3 days agopypi autogluon.core} Downloads
Featuretools ⭐ 7,009
An open source python library for automated feature engineering
dependent packages 43total releases 103most recent commit 24 days agopypi featuretools} Downloads
H2o 3 ⭐ 6,618
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 33total releases 49most recent commit 3 months ago
Zenml ⭐ 3,626
ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.
dependent packages 2total releases 116most recent commit 17 days agopypi zenml} Downloads
Flaml ⭐ 3,500
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
dependent packages 11total releases 92most recent commit 3 months agopypi FLAML} Downloads
Statsforecast ⭐ 3,339
Lightning ⚡️ fast forecasting with statistical and econometric models.
dependent packages 26total releases 27most recent commit 3 months agopypi statsforecast} Downloads
Awesome Mlops ⭐ 3,233
😎 A curated list of awesome MLOps tools
most recent commit 3 months 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 a year 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 3 months agopypi mljar-supervised} Downloads
Metarank ⭐ 1,949
A low code Machine Learning personalized ranking service for articles, listings, search results, recommendations that boosts user engagement. A friendly Learn-to-Rank engine
most recent commit 3 months ago
Pysr ⭐ 1,580
High-Performance Symbolic Regression in Python and Julia
total releases 165most recent commit 3 months ago
Auto_ml ⭐ 1,442
[UNMAINTAINED] Automated machine learning for analytics & production
dependent packages 6total releases 78most recent commit 5 years agopypi auto_ml} Downloads
Mlbox ⭐ 1,403
MLBox is a powerful Automated Machine Learning python library.
total releases 21most recent commit a year ago
H2o Tutorials ⭐ 1,403
Tutorials and training material for the H2O Machine Learning Platform
most recent commit 2 years ago
Alphapy ⭐ 1,003
Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost
total releases 25most recent commit 4 months ago
Autodl ⭐ 999
Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS.
total releases 2most recent commit 2 years ago
H1st ⭐ 781
Power Tools for AI Engineers With Deadlines
dependent packages 1total releases 2most recent commit 9 months agopypi h1st-contrib} Downloads
Lightautoml ⭐ 769
LAMA - automatic model creation framework
total releases 2most recent commit 2 years ago
Evalml ⭐ 679
EvalML is an AutoML library written in python.
dependent packages 5total releases 85most recent commit 3 months agopypi evalml} Downloads
The 10 Most Depended On Data Science Automl Open Source Projects
Featuretools ⭐ 7,009
An open source python library for automated feature engineering
dependent packages 43total releases 103latest release October 26, 2023most recent commit 24 days agopypi featuretools} Downloads
Statsforecast ⭐ 3,339
Lightning ⚡️ fast forecasting with statistical and econometric models.
dependent packages 26total releases 27latest release August 23, 2023most recent commit 3 months agopypi statsforecast} Downloads
Tpot ⭐ 9,463
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 2 months agopypi TPOT} Downloads
Autogluon ⭐ 7,109
Fast and Accurate ML in 3 Lines of Code
dependent packages 14total releases 1,168latest release December 10, 2023most recent commit 3 days agopypi autogluon.core} Downloads
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 3 months agopypi FLAML} Downloads
Auto_ml ⭐ 1,442
[UNMAINTAINED] Automated machine learning for analytics & production
dependent packages 6total releases 78latest release February 22, 2018most recent commit 5 years agopypi auto_ml} Downloads
Evalml ⭐ 679
EvalML is an AutoML library written in python.
dependent packages 5total releases 85latest release November 03, 2023most recent commit 3 months agopypi evalml} Downloads
The 10 Latest Releases In Data Science Automl Open Source Projects
Autogluon ⭐ 7,109
Fast and Accurate ML in 3 Lines of Code
dependent packages 14total releases 1,168latest release December 10, 2023most recent commit 3 days agopypi autogluon.core} Downloads
Scalecast ⭐ 292
The practitioner's forecasting library
total releases 186latest release December 04, 2023most recent commit 3 months ago
Zenml ⭐ 3,626
ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.
dependent packages 2total releases 116latest release November 28, 2023most recent commit 17 days agopypi zenml} Downloads
Tsforecasting ⭐ 19
TSForecasting - Automated Time Series Forecasting Framework
total releases 26latest release November 27, 2023most recent commit 5 months ago
Atlantic ⭐ 10
Atlantic - Automated Data Preprocessing Framework for Supervised Machine Learning
dependent packages 1total releases 46latest release November 27, 2023most recent commit 3 months agopypi atlantic} Downloads
Cleanlab Studio ⭐ 16
Client interface for all things Cleanlab Studio
total releases 47latest release November 14, 2023most recent commit 3 months ago
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