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imbalanced-learning

Here are 439 public repositories matching this topic...

ZhaoJ9014 / face.evoLVe

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

Updated Mar 20, 2025
Python

awesome-imbalanced-learning

ZhiningLiu1998 / awesome-imbalanced-learning

😎 Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切：论文、代码、框架与库

machine-learning awesome deep-learning ensemble-learning awesome-list class-imbalance imbalanced-data imbalanced-learning skewed-data fairness-ml imbalanced-classes imbalanced-classification fair-ml

Updated Jun 9, 2026

YyzHarry / imbalanced-regression

[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression

natural-language-processing computer-vision regression healthcare imbalanced-data icml imbalanced-learning long-tail imbalance imbalanced-classification imbalanced-regression icml-2021

Updated Mar 22, 2022
Python

YyzHarry / imbalanced-semi-self

[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning

semi-supervised-learning class-imbalance imbalanced-data imbalanced-learning long-tail unlabeled-data self-supervised-learning neurips imbalanced-classification neurips-2020 long-tailed-recognition

Updated Apr 3, 2021
Python

smote_variants

analyticalmindsltd / smote_variants

A collection of 85 minority oversampling techniques (SMOTE) for imbalanced learning with multi-class oversampling and model selection features

imbalanced-data smote oversampling imbalanced-learning

Updated Jan 3, 2024
Jupyter Notebook

zwzhang123 / Awesome-of-Long-Tailed-Recognition

A curated list of long-tailed recognition resources.

imbalanced-learning long-tailed-recognition

Updated Jun 13, 2023

kochlisGit / ProphitBet-Soccer-Bets-Predictor

ProphitBet is a Machine Learning Soccer Bet prediction application. It analyzes the form of teams, computes match statistics and predicts the outcomes of a match using Advanced Machine Learning (ML) methods. The supported algorithms in this application are Neural Networks, Random Forests & Ensembl Models.

Updated Apr 16, 2026
Python

imbalanced-ensemble

ZhiningLiu1998 / imbalanced-ensemble

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

python data-science machine-learning data-mining scikit-learn sklearn python3 classification ensemble ensemble-learning class-imbalance ensemble-model imbalanced-data imbalanced-learning long-tail multi-class-classification imbalanced-classification ensemble-imbalanced-learning

Updated Mar 5, 2026
Python

BalancedMSE

jiawei-ren / BalancedMSE

[CVPR 2022 Oral] Balanced MSE for Imbalanced Visual Regression https://arxiv.org/abs/2203.16427

computer-vision depth-estimation age-estimation imbalanced-learning imbalanced-regression human-mesh-recovery

Updated Jul 28, 2022
Python

self-paced-ensemble

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

machine-learning pypi python3 classification ensemble ensemble-learning class-imbalance ensemble-model imbalanced-data imbalanced-learning ensemble-methods imbalance-classification imbalanced-learn

Updated Feb 5, 2024
Python

JIA-Lab-research / Parametric-Contrastive-Learning

Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)

pytorch supervised-learning imagenet image-classification class-imbalance imbalanced-data imbalanced-learning tpami contrastive-learning supervised-contrastive-learning long-tailed-recognition iccv2021 parametric-contrastive-learning

Updated Jun 11, 2026
Python

prstrive / UniMVSNet

[CVPR 2022] Rethinking Depth Estimation for Multi-View Stereo: A Unified Representation

stereo multi-view-stereo 3d-reconstruction depth-estimation imbalanced-learning focal-loss dense-prediction

Updated Mar 11, 2022
Python

machine-learning-imbalanced-data

solegalli / machine-learning-imbalanced-data

Code repository for the online course Machine Learning with Imbalanced Data

python data-science machine-learning imbalanced-data imbalanced-learning imbalanced-classification

Updated Nov 29, 2024
Jupyter Notebook

jiawei-ren / BalancedMetaSoftmax-Classification

[NeurIPS 2020] Balanced Meta-Softmax for Long-Tailed Visual Recognition

imbalanced-learning imbalanced-classification

Updated Nov 22, 2021
Python

YyzHarry / multi-domain-imbalance

[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond

deep-learning multi-domain ood imbalanced-data domain-adaptation imbalanced-learning long-tail eccv imbalance domain-generalization imbalanced-classification long-tailed-recognition multi-domain-learning ood-generalization eccv-2022

Updated Jan 26, 2023
Python

mesa

ZhiningLiu1998 / mesa

[NeurIPS’20] ⚖️ Build powerful ensemble class-imbalanced learning models via meta-knowledge-powered resampler. | 设计元知识驱动的采样器解决类别不平衡问题

ensemble class-imbalance ensemble-model imbalanced-data mesa imbalanced-learning ensemble-machine-learning imbalance-classification meta-learning-algorithms imbalanced-learn meta-sampler meta-training

Updated Jun 17, 2024
Jupyter Notebook

Albertsr / Class-Imbalance

Cost-Sensitive Learning / ReSampling / Weighting / Thresholding / BorderlineSMOTE / AdaCost / etc.

machine-learning class-imbalance data-augmentation imbalanced-data imbalanced-learning unbalanced-data cost-sensitive-learning sampling-weighting imbalanced-classification

Updated Jul 27, 2026
Python

yanliang3612 / awesome-imbalanced-learning-on-graphs

A repository contains a collection of resources and papers on Imbalance Learning On Graphs

imbalanced-learning graph-neural-networks robust-machine-learning

Updated Jul 16, 2026

GZWQ / Awesome-Long-Tailed

Papers about long-tailed tasks

imbalanced-data imbalanced-learning long-tail imbalance-classification long-tailed-recognition

Updated Feb 2, 2023

MaxHalford / pytorch-resample

🎲 Iterable dataset resampling in PyTorch

pytorch resampling oversampling imbalanced-learning undersampling

Updated Dec 15, 2021
Python

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