Awesome Few Shot Meta Learning

awesome few shot / meta learning papers
Alternatives To Awesome Few Shot Meta Learning
Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
Transferlearning12,494
3 months ago14mitPython
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
Meta Learning Papers2,577
5 years ago4
Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning
Fsl Mate1,61113 months ago3April 02, 20226mitPython
FSL-Mate: A collection of resources for few-shot learning (FSL).
Easy Few Shot Learning737
4 months ago10September 25, 20235mitPython
Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.
Cfnet474
6 years ago24mitMatlab
[CVPR'17] Training a Correlation Filter end-to-end allows lightweight networks of 2 layers (600 kB) to high performance at fast speed..
Torchopt46024 months ago14November 10, 20236apache-2.0Python
TorchOpt is an efficient library for differentiable optimization built upon PyTorch.
Pykale415
3 months ago12April 12, 20229mitPython
Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem. ⭐ Star to support our work!
Papers In 100 Lines Of Code395
6 months agomitPython
Implementation of papers in 100 lines of code.
Multitask Learning374
3 years ago2
Awesome Multitask Learning Resources
Betty316
4 months ago9October 12, 20234apache-2.0Python
Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization
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