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

Fast and Accurate ML in 3 Lines of Code

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

Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.

AutoML library for deep learning

Automated Machine Learning with scikit-learn

An open source python library for automated feature engineering

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.

ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.

AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation

Lightning ⚡️ fast forecasting with statistical and econometric models.

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

Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning

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

Automatic architecture search and hyperparameter optimization for PyTorch

A low code Machine Learning personalized ranking service for articles, listings, search results, recommendations that boosts user engagement. A friendly Learn-to-Rank engine

Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.

Automated Machine Learning on Kubernetes

MLBox is a powerful Automated Machine Learning python library.

SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

An autoML framework & toolkit for machine learning on graphs.

Hyperparameter optimization and feature selection for scikit-learn using evolutionary algorithms. A modern alternative to GridSearchCV and RandomizedSearchCV.

AutoVideo: An Automated Video Action Recognition System