Alternatives and similar repositories for awesome-imbalanced-learning

Users that are interested in awesome-imbalanced-learning are comparing it to the libraries listed below

• YyzHarry / imbalanced-semi-self
  [NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning
  ☆758Updated 4 years ago
• yassouali / awesome-semi-supervised-learning
  😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
  ☆1,849Updated last year
• ZhiningLiu1998 / imbalanced-ensemble
  🛠️ Class-imbalanced Ensemble Learning Toolbox. | 类别不平衡/长尾机器学习库
  ☆389Updated 4 months ago
• subeeshvasu / Awesome-Learning-with-Label-Noise
  A curated list of resources for Learning with Noisy Labels
  ☆2,701Updated 3 months ago
• SupeRuier / awesome-active-learning
  Everything you need about Active Learning (AL).
  ☆917Updated last year
• weitongseu / awesome-long-tail-learning
  ☆485Updated 10 months ago
• baifanxxx / awesome-active-learning
  A curated list of awesome Active Learning
  ☆775Updated 10 months ago
• zzw-zwzhang / Awesome-of-Long-Tailed-Recognition
  A curated list of long-tailed recognition resources.
  ☆586Updated 2 years ago
• yfzhang114 / Generalization-Causality
  关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记
  ☆1,230Updated last year
• YyzHarry / imbalanced-regression
  [ICML 2021, Long Talk] Delving into Deep Imbalanced Regression
  ☆886Updated 3 years ago
• TorchSSL / TorchSSL
  A PyTorch-based library for semi-supervised learning (NeurIPS'21)
  ☆1,361Updated 2 years ago
• kaidic / LDAM-DRW
  [NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss
  ☆684Updated 3 years ago
• songhwanjun / Awesome-Noisy-Labels
  A Survey
  ☆566Updated 2 years ago
• facebookresearch / classifier-balancing
  This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…
  ☆974Updated 3 years ago
• 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
  ☆259Updated last year
• asheeshcric / awesome-contrastive-self-supervised-learning
  A comprehensive list of awesome contrastive self-supervised learning papers.
  ☆1,286Updated 11 months ago
• mbs0221 / Multitask-Learning
  Awesome Multitask Learning Resources
  ☆672Updated 4 years ago
• microsoft / Semi-supervised-learning
  A Unified Semi-Supervised Learning Codebase (NeurIPS'22)
  ☆1,520Updated this week
• ej0cl6 / deep-active-learning
  Deep Active Learning
  ☆839Updated 2 years ago
• oneTaken / awesome_deep_learning_interpretability
  深度学习近年来关于神经网络模型解释性的相关高引用/顶会论文(附带代码)
  ☆751Updated last year
• ufoym / imbalanced-dataset-sampler
  A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.
  ☆2,315Updated last month
• thuml / awesome-multi-task-learning
  2024 up-to-date list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.
  ☆781Updated 2 months ago
• iBelieveCJM / Tricks-of-Semi-supervisedDeepLeanring-Pytorch
  PseudoLabel 2013, VAT, PI model, Tempens, MeanTeacher, ICT, MixMatch, FixMatch
  ☆450Updated 2 years ago
• iCGY96 / awesome_OpenSetRecognition_list
  A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recog…
  ☆1,165Updated last year
• Duan-JM / awesome-papers-fewshot
  Collection for Few-shot Learning
  ☆984Updated 2 years ago
• SimonVandenhende / Awesome-Multi-Task-Learning
  A list of multi-task learning papers and projects.
  ☆381Updated 3 years ago
• SimonVandenhende / Multi-Task-Learning-PyTorch
  PyTorch implementation of multi-task learning architectures, incl. MTI-Net (ECCV2020).
  ☆826Updated 3 years ago
• NUAA-AL / ALiPy
  ALiPy: Active Learning in Python is an active learning python toolbox, which allows users to conveniently evaluate, compare and analyze t…
  ☆885Updated last month
• tata1661 / FSL-Mate
  FSL-Mate: A collection of resources for few-shot learning (FSL).
  ☆1,750Updated last month
• YGZWQZD / LAMDA-SSL
  30 Semi-Supervised Learning Algorithms
  ☆210Updated 11 months ago