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learnables / learn2learn

A PyTorch Library for Meta-learning Research
http://learn2learn.net
MIT License
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Support for Metadatasets #231

Closed mayug closed 3 years ago

mayug commented 3 years ago

It would be great it we have support for meta datasets. Several new research works focus on this benchmark. Do you think this would be added anytime soon?

https://github.com/google-research/meta-dataset

seba-1511 commented 3 years ago

Hello @mayug,

We're actively adding the datasets of Meta-Dataset to learn2learn. You can already find some of them implemented in the library (e.g. Omniglot, Flowers, Aircraft, Textures, Birds, Quickdraw). For more information, check this documentation page. Currently missing:

I plan to get to them eventually but would also be happy to accept contributions from the community.

Fly-dream12 commented 3 years ago

Where is the implementation of the class MetaDataset, TaskDataset, i cannot find it. @seba-1511

seba-1511 commented 3 years ago

They are dfined here: https://github.com/learnables/learn2learn/tree/master/learn2learn/data

Fly-dream12 commented 3 years ago

Is there any .py file? The .pyx file is not understandable.

在 2021-06-17 23:07:48，"Séb Arnold" @.***> 写道：

They are dfined here: https://github.com/learnables/learn2learn/tree/master/learn2learn/data

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seba-1511 commented 3 years ago

No, they are written in Cython.