Skip to main content

Alias that redirects to nessvec

Project description

ALIAS for nessvec

Install from Source (recommended)

Clone the repository with all the source code and data:

$ git clone git@gitlab.com:tangibleai/nessvec
$ cd nessvec

Create a conda environment and install the dependencies:

$ conda create -n nessvec 'python==3.9.7'
$ conda env update -n nessvec -f scripts/environment.yml
$ pip install -e .

Install from PyPi (only tested on Linux)

$ pip install nessvec

Get Started

>>> from nessvec.util import load_glove
>>> w2v = load_glove()
>>> seattle = w2v['seattle']
>>> seattle
array([-2.7303e-01,  8.5872e-01,  1.3546e-01,  8.3849e-01, ...
>>> portland = w2v['portland']
>>> portland
array([-0.78611  ,  1.2758   , -0.0036066,  0.54873  , -0.31474  ,...
>>> len(portland)
50
>>> from numpy.linalg import norm
>>> norm(portland)
4.417...
>>> portland.std()
0.615...
>>> cosine_similarity(seattle, portland)
0.84...
>>> cosine_similarity(portland, seattle)
0.84...

>>> from nessvec.util import cosine_similarity
>>> cosine_similarity(w2v['los_angeles'], w2v['mumbai'])
.5

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

nessvector-1.0.0.tar.gz (2.9 kB view details)

Uploaded Source

Built Distribution

nessvector-1.0.0-py3-none-any.whl (2.2 kB view details)

Uploaded Python 3

File details

Details for the file nessvector-1.0.0.tar.gz.

File metadata

  • Download URL: nessvector-1.0.0.tar.gz
  • Upload date:
  • Size: 2.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: poetry/1.1.13 CPython/3.9.16 Linux/5.15.0-58-generic

File hashes

Hashes for nessvector-1.0.0.tar.gz
Algorithm Hash digest
SHA256 f877d7358e801bcc053206986b9120ce9892b63b8e9426eb18a80a2be84a5487
MD5 9f911bbb7b51470996b43442b6050160
BLAKE2b-256 9f4f209eb2c58bebc673a3d40b790c40bc2ab00fb71642393cbc69b769df8a4c

See more details on using hashes here.

File details

Details for the file nessvector-1.0.0-py3-none-any.whl.

File metadata

  • Download URL: nessvector-1.0.0-py3-none-any.whl
  • Upload date:
  • Size: 2.2 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: poetry/1.1.13 CPython/3.9.16 Linux/5.15.0-58-generic

File hashes

Hashes for nessvector-1.0.0-py3-none-any.whl
Algorithm Hash digest
SHA256 897ce70646612ea9acd22ef2d0d670dc0789cf309a2c9ef3a7bb41654434987f
MD5 6e6d73e6c9e7971e9b31de837e4c78d0
BLAKE2b-256 6b34b7e14ce7a5914f6b07d8dca51824ada57a133aab48732b29803c4a37033d

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