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Add a visualization utility to render tokens and annotations in a notebook (#508)
* Draft functionality of visualization * Added comments to make code more intelligble * polish the styles * Ensure colors are stable and comment the css * Code clean up * Made visualizer importable and added some docs * Fix styling * implement comments from PR * Fixed the regex for UNK tokens and examples in notebook * Converted docs to google format * Added a notebook showing multiple languages and tokenizers * Added visual indication of chars that are tokenized with >1 token * Reorganize things a bit and fix import * Update docs Co-authored-by: Anthony MOI <m.anthony.moi@gmail.com>
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@ -78,3 +78,13 @@ Trainers
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.. automodule:: tokenizers.trainers
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:members:
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Visualizer
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. autoclass:: tokenizers.tools.Annotation
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:members:
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.. autoclass:: tokenizers.tools.EncodingVisualizer
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:members: __call__
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