SupeRuier / awesome-active-learningLinks
Everything you need about Active Learning (AL).
☆902Updated 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☆768Updated 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☆1,215Updated last year
- A PyTorch-based library for semi-supervised learning (NeurIPS'21)☆1,353Updated last year
- A PyTorch Library for Multi-Task Learning☆2,340Updated last month
- This is a toolbox for Deep Active Learning, an extension from previous work https://github.com/ej0cl6/deep-active-learning (DeepAL toolbo…☆181Updated last year
- 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.☆1,277Updated 9 months ago
- 😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.☆1,841Updated last year
- PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book☆962Updated 2 years ago
- 2024 up-to-date list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.☆761Updated 3 weeks ago
- A Unified Semi-Supervised Learning Codebase (NeurIPS'22)☆1,487Updated last week
- A curated list of resources for Learning with Noisy Labels☆2,682Updated last month
- 😎 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☆1,457Updated 4 months ago
- ☆482Updated 8 months ago
- ☆1,158Updated 2 years ago
- Collection for Few-shot Learning☆981Updated 2 years ago
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆589Updated last year
- 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…☆1,475Updated last year
- A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.☆1,338Updated last year
- A Survey☆564Updated 2 years ago
- Multi-task learning using uncertainty to weigh losses for scene geometry and semantics, Auxiliary Tasks in Multi-task Learning☆624Updated 5 years ago
- Source code for Neural Information Processing Systems (NeurIPS) 2018 paper "Multi-Task Learning as Multi-Objective Optimization"☆1,038Updated 9 months ago
- PyCIL: A Python Toolbox for Class-Incremental Learning☆943Updated 2 months ago
- The Official Repository for "Generalized OOD Detection: A Survey"☆455Updated 2 years ago
- Robust machine learning for responsible AI☆493Updated 11 months ago
- [NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning☆754Updated 4 years ago
- Reproducing experimental results of LL4AL [Yoo et al. 2019 CVPR]☆219Updated 4 years ago
- FSL-Mate: A collection of resources for few-shot learning (FSL).☆1,745Updated last year
- A simple method to perform semi-supervised learning with limited data.☆1,164Updated 10 months ago