Search Results - RepositoryStats

imbalanced-dataset-sampler ufoym

264

2.3k

mit

31

A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.

pytorch data-sampling imbalanced-data image-classification

Created 2018-05-29

24 commits to master branch, last one 2 years ago

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

imbalanced-regression YyzHarry

129

809

mit

19

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

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

Created 2021-02-18

22 commits to main branch, last one 2 years ago

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

smote_variants analyticalmindsltd

138

628

mit

15

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

smote oversampling imbalanced-data imbalanced-learning

Created 2018-10-05

498 commits to master branch, last one 9 months ago

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

smogn nickkunz

76

308

gpl-3.0

9

Synthetic Minority Over-Sampling Technique for Regression

smote regression over-sampling synthetic-data imbalanced-data

Created 2019-08-01

131 commits to master branch, last one 2 years ago

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

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

imbalanced-algorithms dialnd

100

234

unknown

13

Python-based implementations of algorithms for learning on imbalanced data.

python notre-dame data-science imbalanced-data machine-learning

Created 2016-08-24

114 commits to master branch, last one 2 years ago

machine-learning-imbalanced-data solegalli

211

159

other

6

Code repository for the online course Machine Learning with Imbalanced Data

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

Created 2020-10-13

57 commits to master branch, last one about a month ago

multi-domain-imbalance YyzHarry

15

128

mit

4

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

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

Created 2022-03-17

12 commits to main branch, last one about a year ago

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

Awesome-Long-Tailed GZWQ

10

87

unknown

5

Papers about long-tailed tasks

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

Created 2021-03-04

37 commits to main branch, last one about a year ago

datascienv ashishpatel26

12

58

mit

4

datascienv is package that helps you to setup your environment in single line of code with all dependency and it is also include pyforest that provide single line of import all required ml libraries

numpy pandas pycaret seaborn xgboost catboost lightgbm datascienv matplotlib tensorflow2 data-science scikit-learn imbalanced-data data-science-env

Created 2021-10-24

20 commits to main branch, last one 2 years ago

pytorch-classification YijinHuang

18

57

mit

2

A general, feasible, and extensible framework for classification tasks.

classification imbalanced-data medical-image-analysis imbalance-classification

Created 2020-02-01

81 commits to master branch, last one 3 months ago

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

skoot tgsmith61591

11

55

mit

5

A package for data science practitioners. This library implements a number of helpful, common data transformations with a scikit-learn friendly interface in an effort to expedite the modeling process.

pandas python skutil data-science scikit-learn imbalanced-data machine-learning

Created 2018-03-28

268 commits to master branch, last one 5 years ago

xrays-and-gradcam priyavrat-misra

18

49

mit

3

Classification and Gradient-based Localization of Chest Radiographs using PyTorch.

cnn vgg16 xrays gradcam covid-19 resnet18 pneumonia densenet121 fine-tuning radiographs localization oversampling deep-learning early-stopping imbalanced-data transfer-learning pytorch-implementation

Created 2021-04-15

22 commits to master branch, last one 3 years ago

malnet-image safreita1

12

45

unknown

4

A large-scale database of malicious software images

android dataset malware database security cybersecurity explainable-ml computer-vision imbalanced-data machine-learning malware-research malware-detection zero-shot-learning malware-classification

Created 2020-11-25

20 commits to master branch, last one 3 years ago

ranksim-imbalanced-regression BorealisAI

10

40

other

3

[ICML 2022] RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression

regression imbalanced-data imbalanced-learning imbalanced-regression

Created 2022-05-25

10 commits to main branch, last one about a year ago