kandi has reviewed spaCy and discovered the below as its top functions. This is intended to give you an instant insight into spaCy implemented functionality, and help decide if they suit your requirements.
Support for 60+ languages
Trained pipelines for different languages and tasks
Multi-task learning with pretrained transformers like BERT
Support for pretrained word vectors and embeddings
Production-ready training system
Components for named entity recognition, part-of-speech-tagging, dependency parsing, sentence segmentation, text classification, lemmatization, morphological analysis, entity linking and more
Easily extensible with custom components and attributes
Support for custom models in PyTorch, TensorFlow and other frameworks
Built in visualizers for syntax and NER
Easy model packaging, deployment and workflow management
Robust, rigorously evaluated accuracy
pip install -U pip setuptools wheel pip install spacy
Error while loading vector from Glove in SpacyAsked 2022-Mar-17 at 16:39
I am facing the following attribute error when loading glove model:
Code used to load model:
nlp = spacy.load('en_core_web_sm') tokenizer = spacy.load('en_core_web_sm', disable=['tagger','parser', 'ner', 'textcat']) nlp.vocab.vectors.from_glove('../models/GloVe')
Getting the following atribute error when trying to load the glove model:
AttributeError: 'spacy.vectors.Vectors' object has no attribute 'from_glove'
Have tried to search on StackOverflow and elsewhere but can't seem to find the solution. Thanks!
From pip list:
ANSWERAnswered 2022-Mar-17 at 14:08
spacy version: 3.1.4 does not have the feature
I was able to use
spacy version: 2.2.4.
If you want, you can change your spacy version by using:
!pip install spacy==2.2.4 on your Jupyter cell.
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