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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

878 115 40
tensorflow
adanet

Fast and flexible AutoML with learning guarantees.

794 3K 525
gperdrizet
ensembleset

Ensemble dataset generator for tabular data prediction and modeling projects.

684 1 0
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.

559 93 31
benedekrozemberczki
shapley

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

542 225 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

402 261 49
GauravPandeyLab
ensemble-integration

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

333 21 2
kyegomez
hrtx

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

289 15 3
andriygav
mixturelib

The implementation of mixtures for different tasks.

248 2 0
leffff
waveml

Open source machine learning library with various machine learning tools

213 10 1
computationalUncertaintyLab
chimeric-tools

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

195 3 2
ISG-Siegen
assembled

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

194 5 3
molmd
mdproptools

A Python package for LAMMPS analysis tools

189 16 2
gperdrizet
ensembleswarm

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

187 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.

136 0 0
ikki407
stacking

Stacked Generalization (Ensemble Learning)

135 231 75
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