Automl Python Packages

statsforecast

Lightning ⚡️ fast forecasting with statistical and econometric models.

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

autogluon

Fast and Accurate ML in 3 Lines of Code

flaml

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

autogluon-timeseries

Fast and Accurate ML in 3 Lines of Code

autogluon-multimodal

Fast and Accurate ML in 3 Lines of Code

pyglove

Manipulating Python Programs

pycaret

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

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.

keras-tuner

A Hyperparameter Tuning Library for Keras

featuretools

An open source python library for automated feature engineering

autogluon-vision

Fast and Accurate ML in 3 Lines of Code

autogluon-text

Fast and Accurate ML in 3 Lines of Code

zenml

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

upgini

Intelligent data search & enrichment for Machine Learning

medmnist

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

nni

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

autogluon-extra

Fast and Accurate ML in 3 Lines of Code

smac

SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

tpot

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

autogluon-mxnet

Fast and Accurate ML in 3 Lines of Code