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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

9K 3K 434
ZhiningLiu1998
imbalanced-ensemble

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

5K 424 59
TorchEnsemble-Community
torchensemble

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

2K 1K 95
eddmpython
vectrix

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

2K 13 1
alan-turing-institute
autoemulate

Emulate simulations easily

2K 114 41
flennerhag
mlens

ML-Ensemble – high performance ensemble learning

2K 866 110
vecxoz
vecstack

Python package for stacking (machine learning technique)

2K 699 81
carefree0910
carefree-learn

Deep Learning with PyTorch made easy

2K 412 39
noaa-ocs-modeling
ensembleperturbation

perturbation of coupled model input over a space of input variables

1K 7 5
tensorflow
adanet

Fast and flexible AutoML with learning guarantees.

756 3K 525
NVIDIA-Merlin
merlin-systems

No description available

635 93 31
benedekrozemberczki
shapley

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

584 225 35
gperdrizet
ensembleset

Ensemble dataset generator for tabular data prediction and modeling projects.

540 1 0
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

321 261 49
GauravPandeyLab
ensemble-integration

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

292 21 2
computationalUncertaintyLab
chimeric-tools

ComputationalUncertaintyLab/chimeric-tools

262 3 2
ISG-Siegen
assembled

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

249 5 3
kyegomez
hrtx

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

249 15 3
andriygav
mixturelib

The implementation of mixtures for different tasks.

213 2 0
gperdrizet
ensembleswarm

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

194 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.

186 0 0
leffff
waveml

Open source machine learning library with various machine learning tools

186 10 1
ersilia-os
ensemble-tabpfn

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

167 34 1
molmd
mdproptools

A Python package for LAMMPS analysis tools

159 16 2
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