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* Add TextCatReduce.v1 This is a textcat classifier that pools the vectors generated by a tok2vec implementation and then applies a classifier to the pooled representation. Three reductions are supported for pooling: first, max, and mean. When multiple reductions are enabled, the reductions are concatenated before providing them to the classification layer. This model is a generalization of the TextCatCNN model, which only supports mean reductions and is a bit of a misnomer, because it can also be used with transformers. This change also reimplements TextCatCNN.v2 using the new TextCatReduce.v1 layer. * Doc fixes Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com> * Fully specify `TextCatCNN` <-> `TextCatReduce` equivalence * Move TextCatCNN docs to legacy, in prep for moving to spacy-legacy * Add back a test for TextCatCNN.v2 * Replace TextCatCNN in pipe configurations and templates * Add an infobox to the `TextCatReduce` section with an `TextCatCNN` anchor * Add last reduction (`use_reduce_last`) * Remove non-working TextCatCNN Netlify redirect * Revert layer changes for the quickstart * Revert one more quickstart change * Remove unused import * Fix docstring * Fix setting name in error message --------- Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com> Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com> |
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| .. | ||
| _edit_tree_internals | ||
| _parser_internals | ||
| legacy | ||
| __init__.py | ||
| attributeruler.py | ||
| dep_parser.pyx | ||
| edit_tree_lemmatizer.py | ||
| entity_linker.py | ||
| entityruler.py | ||
| functions.py | ||
| lemmatizer.py | ||
| morphologizer.pyx | ||
| multitask.pyx | ||
| ner.pyx | ||
| pipe.pxd | ||
| pipe.pyi | ||
| pipe.pyx | ||
| sentencizer.pyx | ||
| senter.pyx | ||
| span_finder.py | ||
| span_ruler.py | ||
| spancat.py | ||
| tagger.pyx | ||
| textcat_multilabel.py | ||
| textcat.py | ||
| tok2vec.py | ||
| trainable_pipe.pxd | ||
| trainable_pipe.pyx | ||
| transition_parser.pxd | ||
| transition_parser.pyx | ||