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

vectrix

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

torchensemble

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

mlens

ML-Ensemble – high performance ensemble learning

vecstack

Python package for stacking (machine learning technique)

ensembleperturbation

perturbation of coupled model input over a space of input variables

carefree-learn

Deep Learning ❤️ PyTorch

autoemulate

Emulate simulations easily

adanet

Fast and flexible AutoML with learning guarantees.

merlin-systems

Merlin Systems provides tools for combining recommendation models with other elements of production recommender systems (like feature stores, nearest neighbor search, and exploration strategies) into end-to-end recommendation pipelines that can be served with Triton Inference Server.

ensembleset

Ensemble dataset generator for tabular data prediction and modeling projects.

shapley

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

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

hrtx

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

mixturelib

The implementation of mixtures for different tasks.

waveml

Open source machine learning library with various machine learning tools

chimeric-tools

https://computationaluncertaintylab.github.io/chimeric-tools/

assembled

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

mdproptools

A Python package for LAMMPS analysis tools

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.

stacking

Stacked Generalization (Ensemble Learning)