Automl Python Packages

statsforecast

Lightning ⚡️ fast forecasting with statistical and econometric models.

pyglove

Manipulating Python Programs

flaml

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

autogluon-core

Fast and Accurate ML in 3 Lines of Code

autogluon-features

Fast and Accurate ML in 3 Lines of Code

autogluon-tabular

Fast and Accurate ML in 3 Lines of Code

autogluon-common

Fast and Accurate ML in 3 Lines of Code

pycaret

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

zenml

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

h2o

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.

autogluon-timeseries

Fast and Accurate ML in 3 Lines of Code

autogluon

Fast and Accurate ML in 3 Lines of Code

keras-tuner

A Hyperparameter Tuning Library for Keras

autogluon-multimodal

Fast and Accurate ML in 3 Lines of Code

featuretools

An open source python library for automated feature engineering

upgini

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

nni

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

autogluon-text

Fast and Accurate ML in 3 Lines of Code

smac

SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

autogluon-vision

Fast and Accurate ML in 3 Lines of Code

medmnist

[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification

kubeflow-katib-api

Automated Machine Learning on Kubernetes

tpot

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

lazypredict

Python AutoML toolkit for benchmarking classification, regression, and time-series forecasting models, with GPU acceleration, MLflow tracking, and automated preprocessing.