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explosion spaCy New-features-project-ideas Discussions
New Features & Project Ideas Discussions
Ideas for new features, projects, plugins and extensions
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You must be logged in to vote Coreference Resolution with Spacy v3
feat / corefFeature: Coreference resolution -
You must be logged in to vote Pydantic 1.9.0 compatibility
third-partyThird-party packages and services typesIssues related to typing or typing tools -
Build universe from scratch in computer - Experimental technique
usageGeneral spaCy usage -
Put AI computation inside 3d space, GPU computation is abstracted out.
usageGeneral spaCy usage -
You must be logged in to vote Add token.like_roman_num
usageGeneral spaCy usage -
You must be logged in to vote Multiple GPU support
scalingScaling, serving and parallelizing spaCy -
You must be logged in to vote number of epochs in meta.json?
trainingTraining and updating models -
You must be logged in to vote user_data or UnderScore in spacy.kb.Candidate
enhancementFeature requests and improvements feat / nelFeature: Named Entity linking -
You must be logged in to vote Seems that Doc.from_docs does not preserve Doc.tensor
enhancementFeature requests and improvements feat / docFeature: Doc, Span and Token objects -
You must be logged in to vote Wandb: log best and latest models
trainingTraining and updating models -
You must be logged in to vote Support for ordinal classification or regression-based models in the pipeline
enhancementFeature requests and improvements -
You must be logged in to vote Document and support cross-validation?
enhancementFeature requests and improvements docsDocumentation and website trainingTraining and updating models feat / trainingFeature: Training utils, Example, Corpus and converters -
You must be logged in to vote Filtering out colloquial and conversational expressions (phases) that make no sense to the nl process
enhancementFeature requests and improvements -
You must be logged in to vote Anti-Pattern Matching support in Rule Base Matcher
enhancementFeature requests and improvements feat / matcherFeature: Token, phrase and dependency matcher -
You must be logged in to vote Custom model architecture with non-text inputs
trainingTraining and updating models feat / docFeature: Doc, Span and Token objects -
You must be logged in to vote Edit Tree Lemmatizer: Some Questions
feat / lemmatizerFeature: Rule-based and lookup lemmatization lang / grcAncient Greek language data and models -
You must be logged in to vote Matcher allowing group repetition
feat / matcherFeature: Token, phrase and dependency matcher -
You must be logged in to vote Tokenization quality won't affect PhraseMatcher much?
feat / matcherFeature: Token, phrase and dependency matcher feat / tokenizerFeature: Tokenizer -
You must be logged in to vote Doc Similarity: Tf-idf weighting?
proposalProposal specs for new features -
You must be logged in to vote "SpanRuler" for generating SpanGroup Spans
enhancementFeature requests and improvements feat / spancatFeature: Span Categorizer -
You must be logged in to vote Set kb_id to "" (empty string; id 0) instead of NIL for no prediction in entity_linker
feat / nelFeature: Named Entity linking -
You must be logged in to vote Shared embeddings layer between
feat / nerner&entity_linkerFeature: Named Entity Recognizer feat / nelFeature: Named Entity linking feat / tok2vecFeature: Token-to-vector layer and pretraining -
You must be logged in to vote Example project using Huggingface task model (e.g. for POS tagging)
docsDocumentation and website projectsspaCy projects and project templates -
You must be logged in to vote Option to not overwrite existing kb_id in entity_linker
enhancementFeature requests and improvements feat / nelFeature: Named Entity linking -
You must be logged in to vote how to split corpus into train/dev ?
feat / trainingFeature: Training utils, Example, Corpus and converters
