SupeRuier / awesome-active-learningLinks
Everything you need about Active Learning (AL).
☆905Updated last year
Alternatives and similar repositories for awesome-active-learning
Users that are interested in awesome-active-learning are comparing it to the libraries listed below
Sorting:
- A curated list of awesome Active Learning☆771Updated 8 months ago
- Deep Active Learning☆837Updated 2 years ago
- 关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记☆1,220Updated last year
- A Unified Semi-Supervised Learning Codebase (NeurIPS'22)☆1,497Updated 3 weeks ago
- A PyTorch-based library for semi-supervised learning (NeurIPS'21)☆1,354Updated last year
- 😎 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☆1,462Updated 4 months ago
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆590Updated last year
- This is a toolbox for Deep Active Learning, an extension from previous work https://github.com/ej0cl6/deep-active-learning (DeepAL toolbo…☆182Updated last year
- ☆483Updated 9 months ago
- ALiPy: Active Learning in Python is an active learning python toolbox, which allows users to conveniently evaluate, compare and analyze t…☆883Updated 2 years ago
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,280Updated 10 months ago
- 😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.☆1,844Updated last year
- 2024 up-to-date list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.☆768Updated last month
- A PyTorch Library for Multi-Task Learning☆2,357Updated 2 months ago
- PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book☆966Updated 2 years ago
- Benchmarking Generalized Out-of-Distribution Detection☆972Updated last month
- A Survey☆564Updated 2 years ago
- PyCIL: A Python Toolbox for Class-Incremental Learning☆947Updated 2 weeks ago
- An easy/swift-to-adapt PyTorch-Lighting template. 套壳模板，简单易用，稍改原来Pytorch代码，即可适配Lightning。You can translate your previous Pytorch code much…☆1,485Updated last year
- 30 Semi-Supervised Learning Algorithms☆208Updated 10 months ago
- The Official Repository for "Generalized OOD Detection: A Survey"☆456Updated 2 years ago
- A list of papers that studies Novel Class Discovery☆491Updated last month
- A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recog…☆1,155Updated last year
- ☆163Updated 2 years ago
- A codebase and a curated list of awesome deep long-tailed learning (TPAMI 2023).☆969Updated 2 weeks ago
- A curated list of resources for Learning with Noisy Labels☆2,690Updated 2 months ago
- A list of multi-task learning papers and projects.☆376Updated 3 years ago
- FSL-Mate: A collection of resources for few-shot learning (FSL).☆1,746Updated last year
- Some Conferences' accepted paper lists (including AI, ML, Robotic)☆1,258Updated 5 months ago
- Collection of awesome test-time (domain/batch/instance) adaptation methods☆1,030Updated 2 weeks ago