Code

Prototypical networks in Flair#2627

Code

Merged

alanakbik merged 26 commits intomasterflairNLP/flair:masterfrom prototype_decoder_refactorflairNLP/flair:prototype_decoder_refactorCopy head branch name to clipboardFeb 9, 2022

+681-240

Commits

Commits on Jan 27, 2022

• Refactor decoder to DefaultClassifier

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Commits on Jan 31, 2022

• Slightly changed definition of _init_model_with_state_dict and _get_state_dict.

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• Added possibility to use custom decoder in DefaultClassifier

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Commits on Feb 1, 2022

• Fixed variable name

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• Added prototypical decoder

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• Improved patch for train function

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Commits on Feb 4, 2022

• Fixed wrong var name

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• Removed unneded params for super (class not defined)

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• Merge branch 'custom_decoder_refactor' into prototype_decoder_refactor

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• Adapted models _get_state_dict and _init_model_with_state_dict methods to allow for inheritance.

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Commits on Feb 8, 2022

• Removed wrong char

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Commits on Feb 9, 2022

• Reformat

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• Merge branch 'master' into prototype_decoder_refactor

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• Fix memory issues

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  e4b70b9

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• Change logits variable name

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• Merge branch 'custom_decoder_refactor' into prototype_decoder_refactor

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• Merge branch 'prototype_decoder_refactor' of github.com:flairNLP/flair into prototype_decoder_refactor

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• Reformat

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• Fix mypy

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• Fix errors in unit tests

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• Fix flake8 errors

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• Add kwargs back in

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• Black formatting

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• Fix forward pass for empty batches

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• Add length check to decoder

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• Add length check to predict

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