imbalanced-ensemble

ikki407/stacking222

Ensemble learner

A Python library implementing Stacked Generalization (Ensemble Learning) for combining multiple machine learning models to improve prediction accuracy.

dialnd/imbalanced-algorithms235

Imbalance solver

A collection of algorithms and implementations for handling imbalanced data in machine learning

zackzikaixiao/fedgrab14

Federated learner optimizer

A tool for training federated learning models with adaptive gradient balancing to handle class imbalance in multi-client scenarios.

flennerhag/mlens849

Ensemble framework

A Python library for building and training ensemble machine learning models

mingruiliu-ml-lab/episode2

Federated Learning optimizer

An algorithm for Federated Learning with heterogeneous data, designed to optimize deep neural networks and improve performance

xjtushujun/meta-weight-net284

Class balance fixer

This is an implementation of a meta-learning algorithm to address class imbalance issues in deep learning models with noisy labels.

ron1818/phd_code45

Ensemble learning repository

A collection of source code and supporting materials for a PhD study on ensemble learning methods and machine learning algorithms.

reiinakano/xcessiv1.3K

Ensemble builder

A tool to automate the creation and optimization of stacked machine learning ensembles.

benedekrozemberczki/shapley219

Classifier explainer

An open-source Python library for evaluating and explaining the contribution of individual classifiers in machine learning ensembles.

pengyang7881187/fedrl56

Federated Learning

Enabling multiple agents to learn from heterogeneous environments without sharing their knowledge or data

zfancy/sfat28

Heterogeneity fixer

Combating heterogeneity in federated learning by combining adversarial training with client-wise slack during aggregation

yamingguo98/fediir10

Federated Learner

An implementation of a federated learning algorithm that generalizes to out-of-distribution scenarios using implicit invariant relationships

jianyizhang123/flop8

Federated Learning Experiment

An experiment comparing different federated learning approaches for image classification tasks with non-iid datasets.

lyn1874/fedpvr6

Federated learner

An implementation of a federated learning algorithm for handling heterogeneous data

hyhmia/distrans5

Federated learning enhancer

Improves federated learning models by addressing data heterogeneity through distributional transformation