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 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 -
You must be logged in to vote Electra and T5 models in transformers?
feat / transformerFeature: Transformer -
You must be logged in to vote Doc.from_docs to retain custom attributes
enhancementFeature requests and improvements feat / docFeature: Doc, Span and Token objects -
You must be logged in to vote Tensorflow support in spacy-transformers
🔮 thincspaCy's machine learning library Thinc feat / transformerFeature: Transformer plat / m1Apple M1 architecture support -
You must be logged in to vote Pass additional arguments through Language.__call__/pipe to Language.make_doc
feat / pipelineFeature: Processing pipeline and components -
You must be logged in to vote Visually illustrate model architectures based on config
enhancementFeature requests and improvements help wantedContributions welcome! feat / visualizersFeature: Built-in displaCy and other visualizers -
You must be logged in to vote Set kb_id with EntityRuler
feat / matcherFeature: Token, phrase and dependency matcher -
You must be logged in to vote classification of the relationship between two sentences
usageGeneral spaCy usage -
You must be logged in to vote n-best POS tags
enhancementFeature requests and improvements help wantedContributions welcome! feat / taggerFeature: Part-of-speech tagger -
You must be logged in to vote Identification and Access of individual patterns?
feat / matcherFeature: Token, phrase and dependency matcher -
You must be logged in to vote Allow CLI overrides of project.yml
feat / cliFeature: Command-line interface resolvedThe issue was addressed / answered feat / configFeature: Training config
