class-imbalance
There are 145 repositories under class-imbalance topic.
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
YyzHarry/imbalanced-semi-self
[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning
ZhiningLiu1998/imbalanced-ensemble
🛠️ Class-imbalanced Ensemble Learning Toolbox. | 类别不平衡/长尾机器学习库
xjtushujun/meta-weight-net
NeurIPS'19: Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting (Pytorch implementation for noisy labels).
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
dvlab-research/Parametric-Contrastive-Learning
Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)
tgsmith61591/smrt
Handle class imbalance intelligently by using variational auto-encoders to generate synthetic observations of your minority class.
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
Albertsr/Class-Imbalance
Cost-Sensitive Learning / ReSampling / Weighting / Thresholding / BorderlineSMOTE / AdaCost / etc.
YyzHarry/SubpopBench
[ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift
sahidul-shaikh/credit-card-fraud-detection
Machine learning model for Credit Card fraud detection
dangnh0611/kaggle_rsna_breast_cancer
1st place solution of RSNA Screening Mammography Breast Cancer Detection competition on Kaggle: https://www.kaggle.com/competitions/rsna-breast-cancer-detection
balanced-fl/Addressing-Class-Imbalance-FL
This is the code for Addressing Class Imbalance in Federated Learning (AAAI-2021).
damianhorna/multi-imbalance
Python package for tackling multi-class imbalance problems. http://www.cs.put.poznan.pl/mlango/publications/multiimbalance/
xmed-lab/DHC
MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation
jiequancui/ResLT
ResLT: Residual Learning for Long-tailed Recognition (TPAMI 2022)
sayakpaul/Breast-Cancer-Detection-using-Deep-Learning
Experiments to show the usage of deep learning to detect breast cancer from breast histopathology images
kshitij-raj/Melanoma-Skin-Cancer-Detection
Build a CNN based model which can accurately detect melanoma
frankkramer-lab/riadd.aucmedi
Multi-Disease Detection in Retinal Imaging based on Ensembling Heterogeneous Deep Learning Models
bhattbhavesh91/imbalance_class_sklearn
Address imbalance classes in machine learning projects.
weijiaheng/Drops
[ICLR 2023] Official Tensorflow implementation of "Distributionally Robust Post-hoc Classifiers under Prior Shifts"
JuliaAI/Imbalance.jl
A Julia toolbox with resampling methods to correct for class imbalance.
bkrai/R-files-from-YouTube
R and Data Files from my YouTube Channel
oveilleux/Realistic_Transductive_Few_Shot
(NeurIPS 2021) Realistic Evaluation of Transductive Few-Shot Learning
dqj5182/HACO_RELEASE
[ArXiv 2025] This repo is official PyTorch implementation of the paper "Learning Dense Hand Contact Estimation from Imbalanced Data".
jimitshah77/Focal-CTC-OMR
Focal CTC for End-To-End OMR task with Class Imbalance, SangCTC (Part I)
ZerojumpLine/OverfittingUnderClassImbalance
[MICCAI2019 & TMI2020] Overfitting under Class Imbalance: Anaylsis and Improvements for Medical Image Segmentation.
med-air/TTADC
[MICCAI'22] Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift
haghish/shapley
Weighted Shapley Values and Weighted Confidence Intervals for Multiple Machine Learning Models and Stacked Ensembles
mcabinaya/Bank-Marketing-Data-Analysis
Machine Learning/Pattern Recognition Models to analyze and predict if a client will subscribe for a term deposit given his/her marketing campaign related data
sahidul-shaikh/telecom-churn-case-study
Build a classification model for reducing the churn rate for a telecom company
tigasgon1999/Agricultural-Pattern-Recognition
This project focuses on using the Semantic Segmentation Deep Learning architecture DeepLAbV3+ on the Agriculture-Vision dataset. We focus on improving the architecture's performance by solving the class imbalance problem present in the data.
miriamspsantos/pycol
The Python Class Overlap Libray (pycol) assembles a comprehensive set of complexity measures associated with the characterization of the Class Overlap problem.
ZerojumpLine/ModelEvaluationUnderClassImbalance
[MICCAI2022] Estimating Model Performance under Domain Shifts with Class-Specific Confidence Scores.
ai-se/Smote_tune
ICSE'18: Tuning Smote
AnonAuthorAI/duplebalance
DuBE: Duple-balanced Ensemble Learning from Skewed Data