16 results found Sort:

ZhiningLiu1998
awesome-imbalanced-learning ZhiningLiu1998
224
1.4k
cc0-1.0
44
😎 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
awesome fair-ml fairness-ml skewed-data awesome-list deep-learning class-imbalance imbalanced-data machine-learning ensemble-learning imbalanced-classes imbalanced-learning imbalanced-classification
Created 2020-03-05
52 commits to master branch, last one 11 months ago
YyzHarry
imbalanced-semi-self YyzHarry
115
735
mit
14
[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning
neurips long-tail neurips-2020 unlabeled-data class-imbalance imbalanced-data imbalanced-learning long-tailed-recognition self-supervised-learning semi-supervised-learning imbalanced-classification
Created 2020-09-04
22 commits to master branch, last one 3 years ago
ZhiningLiu1998
imbalanced-ensemble ZhiningLiu1998
51
321
mit
8
🛠️ Class-imbalanced Ensemble Learning Toolbox. | 类别不平衡/长尾机器学习库
python python3 sklearn ensemble long-tail data-mining data-science scikit-learn classification ensemble-model class-imbalance imbalanced-data machine-learning ensemble-learning imbalanced-learning imbalanced-classification multi-class-classification ensemble-imbalanced-learning
Created 2021-03-10
189 commits to main branch, last one 3 months ago
xjtushujun
meta-weight-net xjtushujun
68
279
mit
7
NeurIPS'19: Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting (Pytorch implementation for noisy labels).
noisy-labels meta-learning class-imbalance sample-reweighting
Created 2019-09-09
15 commits to master branch, last one 2 years ago
ZhiningLiu1998
self-paced-ensemble ZhiningLiu1998
48
250
mit
7
[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
pypi python3 ensemble classification ensemble-model class-imbalance imbalanced-data ensemble-methods imbalanced-learn machine-learning ensemble-learning imbalanced-learning imbalance-classification
Created 2019-09-05
73 commits to master branch, last one 7 months ago
dvlab-research
Parametric-Contrastive-Learning dvlab-research
32
240
mit
7
Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)
tpami pytorch iccv2021 imagenet class-imbalance imbalanced-data imbalanced-learning supervised-learning contrastive-learning image-classification long-tailed-recognition parametric-contrastive-learning supervised-contrastive-learning
Created 2021-06-03
78 commits to main branch, last one 2 days ago
ZhiningLiu1998
mesa ZhiningLiu1998
24
105
mit
7
[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
mesa ensemble meta-sampler meta-training ensemble-model class-imbalance imbalanced-data imbalanced-learn imbalanced-learning imbalance-classification meta-learning-algorithms ensemble-machine-learning
Created 2020-06-03
17 commits to master branch, last one 2 years ago
YyzHarry
SubpopBench YyzHarry
12
97
mit
5
[ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift
icml subgroup benchmark icml-2023 subpopulation ood-robustness class-imbalance ood-generalization out-of-distribution subpopulation-shift domain-generalization spurious-correlations
Created 2023-02-22
19 commits to main branch, last one about a year ago
sahidul-shaikh
credit-card-fraud-detection sahidul-shaikh
43
83
unknown
1
Machine learning model for Credit Card fraud detection
python xgboost tree-model random-forest smote-sampling svm-classifier class-imbalance capstone-project machine-learning knn-classification logistic-regression
Created 2021-01-10
9 commits to main branch, last one 3 years ago
balanced-fl
Addressing-Class-Imbalance-FL balanced-fl
19
82
unknown
7
This is the code for Addressing Class Imbalance in Federated Learning (AAAI-2021).
loss-functions class-imbalance machine-learning federated-learning neural-network-training imbalance-classification
Created 2020-06-10
13 commits to master branch, last one 2 years ago
damianhorna
multi-imbalance damianhorna
10
76
mit
2
Python package for tackling multi-class imbalance problems. http://www.cs.put.poznan.pl/mlango/publications/multiimbalance/
smote python bagging balancing ensembles resampling oversampling decomposition preprocessing undersampling decision-trees python-package class-imbalance machine-learning multi-class-imbalance
Created 2019-08-03
432 commits to master branch, last one 2 years ago
dangnh0611
kaggle_rsna_breast_cancer dangnh0611
25
75
mit
1
1st place solution of RSNA Screening Mammography Breast Cancer Detection competition on Kaggle: https://www.kaggle.com/competitions/rsna-breast-cancer-detection
rsna yolo kaggle convnext mamography breast-cancer deep-learning class-imbalance machine-learning binary-classification
Created 2023-03-05
5 commits to reproduce branch, last one 10 months ago
jiequancui
ResLT jiequancui
5
57
mit
4
ResLT: Residual Learning for Long-tailed Recognition (TPAMI 2022)
long-tail class-imbalance imbalanced-data imbalanced-learning long-tailed-recognition imbalance-classification
Created 2021-01-26
24 commits to main branch, last one 10 months ago
xmed-lab
DHC xmed-lab
1
50
mit
3
MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation
miccai2023 class-imbalance medical-image-segmentation semi-supervised-segmentation
Created 2023-07-12
42 commits to main branch, last one 4 months ago
weijiaheng
Drops weijiaheng
0
39
unknown
4
[ICLR 2023] Official Tensorflow implementation of "Distributionally Robust Post-hoc Classifiers under Prior Shifts"
robustness class-imbalance distribution-shift distributional-robustness group-distributional-robustness
Created 2023-02-21
6 commits to main branch, last one 7 months ago
JuliaAI
Imbalance.jl JuliaAI
1
28
mit
4
A Julia toolbox with resampling methods to correct for class imbalance.
classification class-imbalance machine-learning
Created 2023-07-16
354 commits to dev branch, last one 6 months ago