SpaCy OSError: Can’t find model ‘en’

FINALLY CLEARED THE ERROR !!! Best Way to Install now pip install -U pip setuptools wheel pip install -U spacy python -m spacy download en_core_web_sm Always Open Anaconda Prompt / Command Prompt with Admin Rights to avoid Linking errors!!! Tried multiple options including : python -m spacy download en conda install -c conda-forge spacy python … Read more

Add/remove custom stop words with spacy

Using Spacy 2.0.11, you can update its stopwords set using one of the following: To add a single stopword: import spacy nlp = spacy.load(“en”) nlp.Defaults.stop_words.add(“my_new_stopword”) To add several stopwords at once: import spacy nlp = spacy.load(“en”) nlp.Defaults.stop_words |= {“my_new_stopword1″,”my_new_stopword2”,} To remove a single stopword: import spacy nlp = spacy.load(“en”) nlp.Defaults.stop_words.remove(“whatever”) To remove several stopwords at … Read more

What do spaCy’s part-of-speech and dependency tags mean?

tl;dr answer Just expand the lists at: https://spacy.io/api/annotation#pos-tagging (POS tags) and https://spacy.io/api/annotation#dependency-parsing (dependency tags) Longer answer The docs have greatly improved since I first asked this question, and spaCy now documents this much better. Part-of-speech tags The pos and tag attributes are tabulated at https://spacy.io/api/annotation#pos-tagging, and the origin of those lists of values is described. … Read more

How to get the dependency tree with spaCy?

In case someone wants to easily view the dependency tree produced by spacy, one solution would be to convert it to an nltk.tree.Tree and use the nltk.tree.Tree.pretty_print method. Here is an example: import spacy from nltk import Tree en_nlp = spacy.load(‘en’) doc = en_nlp(“The quick brown fox jumps over the lazy dog.”) def to_nltk_tree(node): if … Read more

spacy Can’t find model ‘en_core_web_sm’ on windows 10 and Python 3.5.3 :: Anaconda custom (64-bit)

Initially I downloaded two en packages using following statements in anaconda prompt. python -m spacy download en_core_web_lg python -m spacy download en_core_web_sm But, I kept on getting linkage error and finally running below command helped me to establish link and solved error. python -m spacy download en Also make sure you to restart your runtime … Read more

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