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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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| .. | ||
| __init__.py | ||
| test_analysis.py | ||
| test_annotates_on_update.py | ||
| test_attributeruler.py | ||
| test_edit_tree_lemmatizer.py | ||
| test_entity_linker.py | ||
| test_entity_ruler.py | ||
| test_functions.py | ||
| test_initialize.py | ||
| test_lemmatizer.py | ||
| test_models.py | ||
| test_morphologizer.py | ||
| test_pipe_factories.py | ||
| test_pipe_methods.py | ||
| test_sentencizer.py | ||
| test_senter.py | ||
| test_span_finder.py | ||
| test_span_ruler.py | ||
| test_spancat.py | ||
| test_tagger.py | ||
| test_textcat.py | ||
| test_tok2vec.py | ||