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The Top 10 Automl Open Source Projects

Open source projects categorized as Automl
Categories  > Machine Learning  > Automl
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ray-project/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 0 total releases 0 most recent commit over 2 years ago
ml-tooling/best-of-ml-python ⭐ 14,990
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
dependent packages 0 total releases 0 most recent commit over 2 years ago
microsoft/nni ⭐ 13,536
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
dependent packages 0 total releases 0 most recent commit over 2 years ago
autogluon/autogluon ⭐ 9,843
Fast and Accurate ML in 3 Lines of Code
dependent packages 0 total releases 0 most recent commit 5 months ago
EpistasisLab/tpot ⭐ 9,385
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
dependent packages 0 total releases 0 most recent commit over 2 years ago
keras-team/autokeras ⭐ 9,023
AutoML library for deep learning
dependent packages 0 total releases 0 most recent commit over 2 years ago
h2oai/h2o-3 ⭐ 7,485
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 0 total releases 0 most recent commit 2 months ago
automl/auto-sklearn ⭐ 7,262
Automated Machine Learning with scikit-learn
dependent packages 0 total releases 0 most recent commit over 2 years ago
alteryx/featuretools ⭐ 6,940
An open source python library for automated feature engineering
dependent packages 0 total releases 0 most recent commit over 2 years ago
zenml-io/zenml ⭐ 5,441
ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.
dependent packages 0 total releases 0 most recent commit 10 days ago
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