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@ebennequin ebennequin released this 16 May 09:13
· 16 commits to master since this release
v1.3.0
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Learn about vigilant mode.

New minor release with great tools to help you load all the data you want!

🥚 What's New

  • Add FeaturesDataset (#100): you can now use Few-Shot Learning models directly on embeddings!
    • FeaturesDataset can be initialized from embeddings in various forms (directly from tensors, from a dataframe or a dictionary)
    • FewShotClassifier models default is now to be initialized with a nn.Identity backbone: if you don't specify a backbone, it is equipped to work directly on features
    • New notebook to help understand how to use these new tools
  • Add WrapFewShotDataset (#101): any dataset can become a FewShotDataset and be used with EasyFSL
  • Added Python 3.11 support and removed Python 3.6 support (since this version is in end-of-life) (#99)
  • Tensor shapes are now explicit in docstrings (#102)

🗒️ Full Changelog: v1.2.1...v1.3.0

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