explosion spaCy Help-best-practices Discussions
Help: Best practices Discussions
Discuss best practices, tips and tricks
-
You must be logged in to vote What is the best practice for setting custom extensions and
feat / docforceFeature: Doc, Span and Token objects -
You must be logged in to vote Seeking advice on creating a PDF to text extraction pipeline component
usageGeneral spaCy usage feat / pipelineFeature: Processing pipeline and components -
You must be logged in to vote Training sharing transformer layer
feat / transformerFeature: Transformer -
You must be logged in to vote Restrict spaCy from creating NER parts-of-speech Spans in Doc instance.
feat / pipelineFeature: Processing pipeline and components -
You must be logged in to vote How to configure when model training ends?
feat / configFeature: Training config faqFrequently asked questions and solutions. -
You must be logged in to vote How to gather timing information on every step of a pipeline?
feat / pipelineFeature: Processing pipeline and components perf / speedPerformance: speed -
You must be logged in to vote Where to register extension attributes that don't belong to a specific component?
usageGeneral spaCy usage feat / docFeature: Doc, Span and Token objects -
You must be logged in to vote Handling multiple trained pipeline packages
usageGeneral spaCy usage feat / pipelineFeature: Processing pipeline and components -
You must be logged in to vote Note on frozen components
feat / nerFeature: Named Entity Recognizer feat / sentencizerFeature: Sentencizer (rule-based sentence segmenter) -
You must be logged in to vote Custom textcat model - multiple text columns as input?
usageGeneral spaCy usage feat / textcatFeature: Text Classifier -
You must be logged in to vote Best practices for text pre-processing using Spacy
feat / textcatFeature: Text Classifier feat / pipelineFeature: Processing pipeline and components -
You must be logged in to vote One annotation change corrupts entire model
feat / nerFeature: Named Entity Recognizer feat / trainingFeature: Training utils, Example, Corpus and converters -
You must be logged in to vote Training a model using multiple corpora
feat / trainingFeature: Training utils, Example, Corpus and converters -
You must be logged in to vote How can I contribute to Spacy ?
usageGeneral spaCy usage -
You must be logged in to vote Preprocessing textual data for text classification - a good idea?
usageGeneral spaCy usage feat / textcatFeature: Text Classifier -
You must be logged in to vote A named entity detection with approximate (Fuzzy) matching
feat / nerFeature: Named Entity Recognizer -
You must be logged in to vote Training Spacy Model: Train / Dev / Test - Datasets - rel_component
usageGeneral spaCy usage feat / trainingFeature: Training utils, Example, Corpus and converters -
You must be logged in to vote nlp evaluate for NER gives different result from span offset based evaluation
feat / nerFeature: Named Entity Recognizer perf / accuracyPerformance: accuracy -
You must be logged in to vote Confidence Scores for custom SpaCy NER Model
feat / nerFeature: Named Entity Recognizer feat / scorerFeature: Scorer -
You must be logged in to vote NER Use case - One token multiple entities
feat / nerFeature: Named Entity Recognizer feat / spancatFeature: Span Categorizer -
You must be logged in to vote textcat vs textcat_multilabel
feat / textcatFeature: Text Classifier feat / configFeature: Training config -
You must be logged in to vote Do you know the solution for this issue? ----> PT-PT vs PT-BR
lang / ptPortuguese language data and models -
You must be logged in to vote Merging similar names.
feat / nerFeature: Named Entity Recognizer -
You must be logged in to vote Is there any difference between
trainingtrain textcatof prodigy and spacy's train_textcat.py?Training and updating models feat / textcatFeature: Text Classifier -
You must be logged in to vote Is there a limit on the number of documents spaCy can handle?
perf / memoryPerformance: memory use
