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* Store activations in Doc when `store_activations` is enabled This change adds the new `activations` attribute to `Doc`. This attribute can be used by trainable pipes to store their activations, probabilities, and guesses for downstream users. As an example, this change modifies the `tagger` and `senter` pipes to add an `store_activations` option. When this option is enabled, the probabilities and guesses are stored in `set_annotations`. * Change type of `store_activations` to `Union[bool, List[str]]` When the value is: - A bool: all activations are stored when set to `True`. - A List[str]: the activations named in the list are stored * Formatting fixes in Tagger * Support store_activations in spancat and morphologizer * Make Doc.activations type visible to MyPy * textcat/textcat_multilabel: add store_activations option * trainable_lemmatizer/entity_linker: add store_activations option * parser/ner: do not currently support returning activations * Extend tagger and senter tests So that they, like the other tests, also check that we get no activations if no activations were requested. * Document `Doc.activations` and `store_activations` in the relevant pipes * Start errors/warnings at higher numbers to avoid merge conflicts Between the master and v4 branches. * Add `store_activations` to docstrings. * Replace store_activations setter by set_store_activations method Setters that take a different type than what the getter returns are still problematic for MyPy. Replace the setter by a method, so that type inference works everywhere. * Use dict comprehension suggested by @svlandeg * Revert "Use dict comprehension suggested by @svlandeg" This reverts commit |
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| .. | ||
| architectures.md | ||
| attributeruler.md | ||
| attributes.md | ||
| cli.md | ||
| corpus.md | ||
| cython-classes.md | ||
| cython-structs.md | ||
| cython.md | ||
| data-formats.md | ||
| dependencymatcher.md | ||
| dependencyparser.md | ||
| doc.md | ||
| docbin.md | ||
| edittreelemmatizer.md | ||
| entitylinker.md | ||
| entityrecognizer.md | ||
| entityruler.md | ||
| example.md | ||
| index.md | ||
| kb.md | ||
| language.md | ||
| legacy.md | ||
| lemmatizer.md | ||
| lexeme.md | ||
| lookups.md | ||
| matcher.md | ||
| morphologizer.md | ||
| morphology.md | ||
| phrasematcher.md | ||
| pipe.md | ||
| pipeline-functions.md | ||
| scorer.md | ||
| sentencerecognizer.md | ||
| sentencizer.md | ||
| span.md | ||
| spancategorizer.md | ||
| spangroup.md | ||
| spanruler.md | ||
| stringstore.md | ||
| tagger.md | ||
| textcategorizer.md | ||
| tok2vec.md | ||
| token.md | ||
| tokenizer.md | ||
| top-level.md | ||
| transformer.md | ||
| vectors.md | ||
| vocab.md | ||