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Ensemble Python Packages

Python packages with the GitHub topic ensemble. Sorted by relevance, with stars and monthly downloads.
mljar
mljar-supervised

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

10K 3K 432
ZhiningLiu1998
imbalanced-ensemble

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

6K 423 59
eddmpython
vectrix

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

4K 13 1
TorchEnsemble-Community
torchensemble

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

2K 1K 95
flennerhag
mlens

ML-Ensemble – high performance ensemble learning

2K 865 110
vecxoz
vecstack

Python package for stacking (machine learning technique)

2K 699 82
noaa-ocs-modeling
ensembleperturbation

perturbation of coupled model input over a space of input variables

1K 7 6
carefree0910
carefree-learn

Deep Learning ❤️ PyTorch

1K 412 39
alan-turing-institute
autoemulate

Emulate simulations easily

950 115 40
tensorflow
adanet

Fast and flexible AutoML with learning guarantees.

819 3K 525
NVIDIA-Merlin
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.

629 93 31
gperdrizet
ensembleset

Ensemble dataset generator for tabular data prediction and modeling projects.

584 1 0
benedekrozemberczki
shapley

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

534 225 35
ZhiningLiu1998
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

406 261 49
GauravPandeyLab
ensemble-integration

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

295 21 2
kyegomez
hrtx

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

284 15 3
andriygav
mixturelib

The implementation of mixtures for different tasks.

252 2 0
leffff
waveml

Open source machine learning library with various machine learning tools

220 10 1
computationalUncertaintyLab
chimeric-tools

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

201 3 2
ISG-Siegen
assembled

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

201 5 3
molmd
mdproptools

A Python package for LAMMPS analysis tools

196 16 2
gperdrizet
ensembleswarm

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

183 1 0
StephenGenusa
ai-ensemble-suite

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

150 0 0
ikki407
stacking

Stacked Generalization (Ensemble Learning)

135 231 75
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