explosion spaCy Help-best-practices Discussions
Help: Best practices Discussions
Discuss best practices, tips and tricks
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You must be logged in to vote What is the cleanest method to get coreferenced text returned
feat / corefFeature: Coreference resolution -
You must be logged in to vote Task Abstraction
feat / nerFeature: Named Entity Recognizer feat / nelFeature: Named Entity linking -
You must be logged in to vote Analyzing support tickets with spaCy
usageGeneral spaCy usage -
You must be logged in to vote TRF: Inference on larger documents, investigation/tips/tricks
perf / memoryPerformance: memory use feat / transformerFeature: Transformer -
You must be logged in to vote How to get confidence score for each entity for custom NER model?
usageGeneral spaCy usage feat / nerFeature: Named Entity Recognizer -
You must be logged in to vote Building entityrecognizer from json takes substantially shorter than loading model
perf / speedPerformance: speed feat / spanrulerFeature: Entity and span ruler -
You must be logged in to vote MemoryError: Unable to allocate 18.4 MiB for an array with shape (32, 224, 224, 3) and data type float32
invalidInvalid issues: typos, mistakes etc. -
You must be logged in to vote Improving startup time for AWS Lambda with Spacy Transformer models
scalingScaling, serving and parallelizing spaCy -
You must be logged in to vote Best practice when packaging multiple models with shared custom components
feat / pipelineFeature: Processing pipeline and components -
You must be logged in to vote Working with informal online textual data
third-partyThird-party packages and services -
You must be logged in to vote Dealing with "MemoryError ('Error assigning xxxxxx bytes')
perf / memoryPerformance: memory use feat / spancatFeature: Span Categorizer -
You must be logged in to vote Does Floret support Fasttext trained models?
feat / vectorsFeature: Word vectors and similarity -
You must be logged in to vote Custom component on filtered sentences of doc object
feat / spancatFeature: Span Categorizer -
What should NER Training Data Look Like?
trainingTraining and updating models feat / nerFeature: Named Entity Recognizer faqFrequently asked questions and solutions. -
Pretrained Pipeline Suitability Issues
modelsIssues related to the statistical models perf / accuracyPerformance: accuracy faqFrequently asked questions and solutions. -
You must be logged in to vote is it possible to use tensorflow?
feat / transformerFeature: Transformer -
You must be logged in to vote spaCy trf model is slow due to torch
scalingScaling, serving and parallelizing spaCy feat / transformerFeature: Transformer -
You must be logged in to vote Use a word list for lookup
usageGeneral spaCy usage -
GPU Support Troubleshooting FAQ
gpuUsing spaCy on GPU plat / m1Apple M1 architecture support faqFrequently asked questions and solutions. -
You must be logged in to vote Reduce spacy package size for AWS Lambda limits
scalingScaling, serving and parallelizing spaCy -
Flowchart for NER Projects
feat / nerFeature: Named Entity Recognizer faqFrequently asked questions and solutions. -
You must be logged in to vote Distributed inference for a spaCy custom NER model
scalingScaling, serving and parallelizing spaCy -
You must be logged in to vote How to combine spancat and relations
feat / nerFeature: Named Entity Recognizer feat / spancatFeature: Span Categorizer feat / relFeature: Relation Extractor -
Lemmatizer FAQ
feat / lemmatizerFeature: Rule-based and lookup lemmatization faqFrequently asked questions and solutions. -
You must be logged in to vote Spacy - Security scanning
metaMeta topics, e.g. repo organisation and issue management
