Ensemble Python Packages

mljar-supervised

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

imbalanced-ensemble

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

torchensemble

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

vectrix

Zero-config time series forecasting for Python. 30+ models, auto selection, Forecast DNA, Rust turbo — one line of code.

autoemulate

Emulate simulations easily

mlens

ML-Ensemble – high performance ensemble learning

vecstack

Python package for stacking (machine learning technique)

carefree-learn

Deep Learning with PyTorch made easy

ensembleperturbation

perturbation of coupled model input over a space of input variables

adanet

Fast and flexible AutoML with learning guarantees.

merlin-systems

No description available

shapley

The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).

ensembleset

Ensemble dataset generator for tabular data prediction and modeling projects.

self-paced-ensemble

[ICDE'20] ⚖️ A general, efficient ensemble framework for imbalanced classification. | 泛用，高效，鲁棒的类别不平衡学习框架

ensemble-integration

Ensemble Integration: a customizable pipeline for generating multi-modal, heterogeneous ensembles

chimeric-tools

ComputationalUncertaintyLab/chimeric-tools

assembled

A framework to find better ensembles for (Automated) Machine Learning

hrtx

Multi-Modal Multi-Embodied Hivemind-like Iteration of RTX-2

mixturelib

The implementation of mixtures for different tasks.

ensembleswarm

Utility for regression on tabular data, implementing ensemble of ensembles with various SciKit-learn estimators.

ai-ensemble-suite

Python framework for multiple GGUF language models to collaborate on tasks using structured communication patterns, aggregating their outputs into coherent responses.

waveml

Open source machine learning library with various machine learning tools

ensemble-tabpfn

Ensemble-based, size-agnostic wrapper for the TabPFN classifier

mdproptools

A Python package for LAMMPS analysis tools