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
Release files for nessvec 0.2.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| nessvec-0.2.0.tar.gz | 169.8 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| nessvec-0.2.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 366.3 kB
Release files / nessvec-0.2.0.tar.gz
| Download URL | nessvec-0.2.0.tar.gz |
|---|---|
| Size | 169.8 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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No |
| Uploaded via |
uv/0.7.17
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Release files / nessvec-0.2.0-py3-none-any.whl
| Download URL | nessvec-0.2.0-py3-none-any.whl |
|---|---|
| Size | 196.5 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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No |
| Uploaded via |
uv/0.7.17
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