Ensemble Learning Python Packages

autogluon-tabular

Fast and Accurate ML in 3 Lines of Code

autogluon-core

Fast and Accurate ML in 3 Lines of Code

autogluon-features

Fast and Accurate ML in 3 Lines of Code

autogluon-common

Fast and Accurate ML in 3 Lines of Code

autogluon-timeseries

Fast and Accurate ML in 3 Lines of Code

autogluon

Fast and Accurate ML in 3 Lines of Code

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-multimodal

Fast and Accurate ML in 3 Lines of Code

autogluon-text

Fast and Accurate ML in 3 Lines of Code

autogluon-vision

Fast and Accurate ML in 3 Lines of Code

combo

(AAAI' 20) A Python Toolbox for Machine Learning Model Combination

autogluon-extra

Fast and Accurate ML in 3 Lines of Code

autogluon-mxnet

Fast and Accurate ML in 3 Lines of Code

salesforce-merlion

Merlion: A Machine Learning Framework for Time Series Intelligence

arboreto

A scalable python-based framework for gene regulatory network inference using tree-based ensemble regressors.

hill-climbing

A python package for ensembling machine learning predictions using hill climbing optimization

imbalanced-ensemble

[NeurIPS'25]🛠️Class-imbalanced Ensemble Learning Toolbox. | 类别不平衡/长尾机器学习库

autogluon-eda

Fast and Accurate ML in 3 Lines of Code

torchensemble

A unified ensemble framework for PyTorch to improve the performance and robustness of your deep learning model.

deskit

A Python library for Dynamic Ensemble Selection

h2o-client

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.

kts

Interactive ML Toolset

autobotlib

An autoML for explainable text classification.

deep-forest

An Efficient, Scalable and Optimized Python Framework for Deep Forest (2021.2.1)