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 How to use Spacy 3.0.0 type hints with mypy
typesIssues related to typing or typing tools -
You must be logged in to vote Best practices to use secrets in spacy projects
projectsspaCy projects and project templates -
You must be logged in to vote Multilabel textcat with transformers: Hyperparameter Tuning
feat / textcatFeature: Text Classifier feat / configFeature: Training config -
You must be logged in to vote SciSpaCy vs. SpaCy Entity Linker
third-partyThird-party packages and services feat / nelFeature: Named Entity linking -
You must be logged in to vote Unsupervised Relation Extraction
feat / relFeature: Relation Extractor -
You must be logged in to vote Spacy projects - multiple project.yml files
projectsspaCy projects and project templates -
You must be logged in to vote Training the spacy3 sm ner model for ".Net Developer" as person (Dot Problem)
trainingTraining and updating models -
You must be logged in to vote \n character tokenization and sentence segmentation
feat / sentencizerFeature: Sentencizer (rule-based sentence segmenter) -
You must be logged in to vote -
You must be logged in to vote Spacy 3 Sentence Segmentation
feat / sentencizerFeature: Sentencizer (rule-based sentence segmenter) -
You must be logged in to vote dependencyMatcher.pipe
feat / matcherFeature: Token, phrase and dependency matcher -
You must be logged in to vote Multi-word static vectors
feat / vectorsFeature: Word vectors and similarity -
You must be logged in to vote Best practice to keep the custom tokenizer and vocabulary when resuming training
trainingTraining and updating models feat / configFeature: Training config -
You must be logged in to vote Speedup initialization of pipeline
perf / speedPerformance: speed -
You must be logged in to vote Multiple NER models with shared transformer
feat / nerFeature: Named Entity Recognizer feat / transformerFeature: Transformer -
You must be logged in to vote Masking PROPN when training/predicting with textcat
enhancementFeature requests and improvements trainingTraining and updating models -
You must be logged in to vote -
You must be logged in to vote Interaction between entity ruler and training, and other conceptual queries
feat / matcherFeature: Token, phrase and dependency matcher -
You must be logged in to vote Multiple textcat_multilabel components in same spacy v3 pipeline
feat / textcatFeature: Text Classifier feat / configFeature: Training config -
You must be logged in to vote Best way to do Entity Linking with heterogeneous data
feat / nelFeature: Named Entity linking -
You must be logged in to vote Real-life project examples from A to Z (free or paid for)
usageGeneral spaCy usage -
You must be logged in to vote Joining multiple pre-trained SpaCy models into one
feat / pipelineFeature: Processing pipeline and components feat / configFeature: Training config -
You must be logged in to vote spacy v3 pretrain / static vectors ndim mismatch
feat / vectorsFeature: Word vectors and similarity v3.0Related to v3.0 feat / configFeature: Training config -
You must be logged in to vote Variability of words / phrases that are matching with specific label
usageGeneral spaCy usage feat / nerFeature: Named Entity Recognizer -
You must be logged in to vote Data Augmentation for NER
feat / nerFeature: Named Entity Recognizer
