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pdrm83/nlp-essentials

By pdrm83

•Updated over 4 years ago

A python-based image with Spacy and Gensim and essential pre-installed language models.

Image
0

3.6K

pdrm83/nlp-essentials repository overview

⁠Quick reference

If you want to develop an NLP project, you most probably need Spacy and Gensim frameworks.

Moreover, you should download a series of pre-trained models to use in your project. The process of downloading models takes time. Using this image will expedite your development. This image is built upon an original python 3.7 image and contains the following language models.

  • en_core_web_md language model used by Spacy
  • glove-wiki-gigaword-300 word2vec model used by Gensim

⁠How to use?

import gensim.downloader as api
import spacy

model_s = spacy.load('en_core_web_md')
model_w = api.load('glove-wiki-gigaword-300')

Maintained by: Pedram Ataee

Tag summary

Content type

Image

Digest

Size

1 GB

Last updated

over 4 years ago

docker pull pdrm83/nlp-essentials