Skip to main content

Embeds text documents using sent2vec

Project description

Sentence Embedding

A python wrapper for embedding short texts or sentences using sent2vec, which draws on FastText.

To embed a list of strings documents, use:

from nk_sent2vec import Sent2Vec 

vectorizer = Sent2Vec(path = '/root/models/torontobooks_unigrams.bin')

print(vectorizer.embed_sentences(sentences=documents))

Testing

Tests can be run using pytest -s tests

Also see makefile for default commands

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

nk_sent2vec-1.4.2.tar.gz (3.3 kB view details)

Uploaded Source

Built Distribution

nk_sent2vec-1.4.2-py3-none-any.whl (4.1 kB view details)

Uploaded Python 3

File details

Details for the file nk_sent2vec-1.4.2.tar.gz.

File metadata

  • Download URL: nk_sent2vec-1.4.2.tar.gz
  • Upload date:
  • Size: 3.3 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.4.2 requests/2.22.0 setuptools/45.2.0 requests-toolbelt/0.8.0 tqdm/4.30.0 CPython/3.8.10

File hashes

Hashes for nk_sent2vec-1.4.2.tar.gz
Algorithm Hash digest
SHA256 a1880f796aca315677f3e9cfa8c36d5a39065c18c29614a04417e28fa326f478
MD5 3321b2cdf4a453d7b955fec0d72e4c72
BLAKE2b-256 0f5bb60eeaf1f89c64d0d784171f78b5b72dff031f9be86d8ce06f658b3daef3

See more details on using hashes here.

File details

Details for the file nk_sent2vec-1.4.2-py3-none-any.whl.

File metadata

  • Download URL: nk_sent2vec-1.4.2-py3-none-any.whl
  • Upload date:
  • Size: 4.1 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.4.2 requests/2.22.0 setuptools/45.2.0 requests-toolbelt/0.8.0 tqdm/4.30.0 CPython/3.8.10

File hashes

Hashes for nk_sent2vec-1.4.2-py3-none-any.whl
Algorithm Hash digest
SHA256 f87d76ff1592b06c0b155ae8babcac128db744942eea04e6ab6b4df3e9cf68e0
MD5 f8f5ad94f106833172181cac0722c87b
BLAKE2b-256 f3bb36f6b4dc2177568819dfc30531954766bb494b803c8c2f05b7a7d8ae9208

See more details on using hashes here.

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page