Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/YyzHarry/imbalanced-regression
[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression
computer-vision healthcare icml icml-2021 imbalance imbalanced-classification imbalanced-data imbalanced-learning imbalanced-regression long-tail natural-language-processing regression
Last synced: 13 Jun 2024
https://github.com/wangz10/class_imbalance
Jupyter Notebook presentation for class imbalance in binary classification
classification imbalanced-data machine-learning tutorial
Last synced: 25 May 2024
https://github.com/jiequancui/ResLT
ResLT: Residual Learning for Long-tailed Recognition (TPAMI 2022)
class-imbalance imbalance-classification imbalanced-data imbalanced-learning long-tail long-tailed-recognition
Last synced: 18 May 2024
https://github.com/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
awesome awesome-list class-imbalance deep-learning ensemble-learning fair-ml fairness-ml imbalanced-classes imbalanced-classification imbalanced-data imbalanced-learning machine-learning skewed-data
Last synced: 15 May 2024
https://github.com/30lm32/ml-projects
ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python
ab-testing deep-learning docker gensim geolocation imbalanced-data kdtree keras lstm-neural-networks machine-learning mlflow nlp random-forest spam-classification svm tensorboard tensorflow text-classification timeseries-analysis word2vec
Last synced: 15 May 2024
https://github.com/analyticalmindsltd/smote_variants
A collection of 85 minority oversampling techniques (SMOTE) for imbalanced learning with multi-class oversampling and model selection features
imbalanced-data imbalanced-learning oversampling smote
Last synced: 23 Apr 2024
https://github.com/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
class-imbalance ensemble ensemble-machine-learning ensemble-model imbalance-classification imbalanced-data imbalanced-learn imbalanced-learning mesa meta-learning-algorithms meta-sampler meta-training
Last synced: 23 Apr 2024
https://github.com/dialnd/imbalanced-algorithms
Python-based implementations of algorithms for learning on imbalanced data.
data-science imbalanced-data machine-learning notre-dame python
Last synced: 22 Apr 2024
https://github.com/YyzHarry/multi-domain-imbalance
[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond
deep-learning domain-adaptation domain-generalization eccv eccv-2022 imbalance imbalanced-classification imbalanced-data imbalanced-learning long-tail long-tailed-recognition multi-domain multi-domain-learning ood ood-generalization
Last synced: 16 Apr 2024
https://github.com/YyzHarry/imbalanced-semi-self
[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning
class-imbalance imbalanced-classification imbalanced-data imbalanced-learning long-tail long-tailed-recognition neurips neurips-2020 self-supervised-learning semi-supervised-learning unlabeled-data
Last synced: 16 Apr 2024
https://github.com/dvlab-research/Parametric-Contrastive-Learning
Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)
class-imbalance contrastive-learning iccv2021 image-classification imagenet imbalanced-data imbalanced-learning long-tailed-recognition parametric-contrastive-learning pytorch supervised-contrastive-learning supervised-learning tpami
Last synced: 16 Apr 2024
https://github.com/priyavrat-misra/xrays-and-gradcam
Classification and Gradient-based Localization of Chest Radiographs using PyTorch.
cnn covid-19 deep-learning densenet121 early-stopping fine-tuning gradcam imbalanced-data localization oversampling pneumonia pytorch-implementation radiographs resnet18 transfer-learning vgg16 xrays
Last synced: 15 Apr 2024
https://github.com/ZhiningLiu1998/imbalanced-ensemble
Class-imbalanced Ensemble Learning in Python. | 类别不平衡/长尾机器学习库
class-imbalance classification data-mining data-science ensemble ensemble-imbalanced-learning ensemble-learning ensemble-model imbalanced-classification imbalanced-data imbalanced-learning long-tail machine-learning multi-class-classification python python3 scikit-learn sklearn
Last synced: 11 Apr 2024
https://github.com/ufoym/imbalanced-dataset-sampler
A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.
data-sampling image-classification imbalanced-data pytorch
Last synced: 27 Mar 2024
