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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

11K 3K 447
ZhiningLiu1998
imbalanced-ensemble

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

6K 428 61
TorchEnsemble-Community
torchensemble

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

5K 1K 95
eddmpython
vectrix

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

4K 12 1
noaa-ocs-modeling
ensembleperturbation

perturbation of coupled model input over a space of input variables

2K 7 6
vecxoz
vecstack

Python package for stacking (machine learning technique)

2K 700 81
flennerhag
mlens

ML-Ensemble – high performance ensemble learning

1K 867 110
alan-turing-institute
autoemulate

Emulate simulations easily

1K 116 41
carefree0910
carefree-learn

Deep Learning ❤️ PyTorch

1K 409 32
gperdrizet
ensembleset

Ensemble dataset generator for tabular data prediction and modeling projects.

915 1 0
HarperZ9
build-engine

Source-visible proprietary adaptive prediction engine for forecasting, backtests, and model feedback loops; live broker mode is explicit and private-risk gated.

814 1 0
ba1lly
openprism

Multi-model panel and judge (OpenRouter-Fusion style) for Claude Code, opencode, and any MCP host. Diverse models answer in parallel, then a judge reconciles them into one better answer.

732 6 1
tensorflow
adanet

Fast and flexible AutoML with learning guarantees.

702 3K 525
benedekrozemberczki
shapley

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

663 226 35
NVIDIA-Merlin
merlin-systems

No description available

421 93 30
ISG-Siegen
assembled

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

417 5 3
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

395 260 49
GauravPandeyLab
ensemble-integration

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

365 21 2
SuperInstance
flux-tensor-midi

🎵 4-dimensional tensor representation of MIDI events — 6 languages (Python, Rust, C, CUDA, Fortran, JS). Room musicians, Eisenstein snap, INT8 saturation, side-channels.

335 1 0
gperdrizet
ensembleswarm

Ensemble of ensembles regression utility

282 1 0
kyegomez
hrtx

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

269 15 3
andriygav
mixturelib

mixture lib, python package

247 2 0
pankajr141
ensembler

A python package for ensemling models via Stacking/Bleanding, bagging etc

245 5 0
molmd
mdproptools

mdproptools contains MD analysis tools

232 17 2
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