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explosion spaCy New-features-project-ideas Discussions
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🎁 New Features & Project Ideas Discussions
Ideas for new features, projects, plugins and extensions
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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_linker
Feature: 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 -
You must be logged in to vote 🎁 Clause segmentation
enhancementFeature requests and improvements feat / sentencizerFeature: Sentencizer (rule-based sentence segmenter) -
You must be logged in to vote 🎁 add new lemmatization rule for english words with greek origin, normalize english and american
feat / lemmatizerFeature: Rule-based and lookup lemmatization -
You must be logged in to vote 🎁 Spell Checking in SpaCy for feature cleaning
trainingTraining and updating models -
You must be logged in to vote 🎁 Encoding option for CLI convert
feat / cliFeature: Command-line interface -
You must be logged in to vote 🎁 Two new Matcher features: quantifiable token groups and numeric quantifiers
feat / matcherFeature: Token, phrase and dependency matcher -
You must be logged in to vote 🎁 Remove patterns and labels from EntityRuler
enhancementFeature requests and improvements feat / matcherFeature: Token, phrase and dependency matcher -
You must be logged in to vote 🎁 Obtain the size of training data used to build a model
✨ prodigyIssues related to using spaCy with the Prodigy annotation tool proposalProposal specs for new features