Awesome Meta Learning
A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Transferlearning | 12,494 | 3 months ago | 14 | mit | Python | |||||
| Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习 | ||||||||||
| Fsl Mate | 1,611 |  | 1 | 3 months ago | 3 | April 02, 2022 | 6 | mit | Python | |
| FSL-Mate: A collection of resources for few-shot learning (FSL). | ||||||||||
| Awesome Meta Learning | 917 | 3 years ago | 1 | |||||||
| A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources. | ||||||||||
| Awesome Papers Fewshot | 877 | a year ago | 2 | mit | TeX | |||||
| Collection for Few-shot Learning | ||||||||||
| Mlsh | 520 | 5 years ago | 16 | Python | ||||||
| Code for the paper "Meta-Learning Shared Hierarchies" | ||||||||||
| Awesome Federated Learning | 482 | a year ago | mit | Shell | ||||||
| All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc. | ||||||||||
| Papers In 100 Lines Of Code | 395 | 6 months ago | mit | Python | ||||||
| Implementation of papers in 100 lines of code. | ||||||||||
| Meta Learning Papers | 282 | 2 years ago | 1 | |||||||
| A classified list of meta learning papers based on realm. | ||||||||||
| Robosumo | 280 | a year ago | 5 | Python | ||||||
| Code for the paper "Continuous Adaptation via Meta-Learning in Nonstationary and Competitive Environments" | ||||||||||
| Matchingnetworks | 209 | 7 years ago | 5 | other | Python | |||||
| This repo provides pytorch code which replicates the results of the Matching Networks for One Shot Learning paper on the Omniglot and MiniImageNet dataset | ||||||||||
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Meta Learning