Meta Learning Papers
Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning
| 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 | ||||||||||
| Auto Sklearn | 7,262 |  | 15 | 24 | 4 months ago | 42 | September 20, 2022 | 185 | bsd-3-clause | Python |
| Automated Machine Learning with scikit-learn | ||||||||||
| Learn2learn | 2,283 |  | 1 | 10 months ago | 19 | February 10, 2022 | 13 | mit | Python | |
| A PyTorch Library for Meta-learning Research | ||||||||||
| Pytorch Meta | 1,724 | a year ago | 28 | September 20, 2021 | 53 | mit | Python | |||
| A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch | ||||||||||
| Awesome Meta Learning | 917 | 3 years ago | 1 | |||||||
| A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources. | ||||||||||
| Learningtocompare_fsl | 891 | 5 years ago | 20 | mit | Python | |||||
| PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot Learning part) | ||||||||||
| Awesome Papers Fewshot | 877 | a year ago | 2 | mit | TeX | |||||
| Collection for Few-shot Learning | ||||||||||
| Hands On Meta Learning With Python | 857 | 3 years ago | 4 | Jupyter Notebook | ||||||
| Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow | ||||||||||
| Pytorch Maml Rl | 645 | 2 years ago | 20 | mit | Python | |||||
| Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch | ||||||||||
| Mlsh | 520 | 5 years ago | 16 | Python | ||||||
| Code for the paper "Meta-Learning Shared Hierarchies" | ||||||||||
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