Metadata-Version: 2.1
Name: word2vec
Version: 0.11.1
Summary: Wrapper for Google word2vec
Home-page: https://github.com/danielfrg/word2vec
Maintainer: Daniel Rodriguez
Maintainer-email: daniel@danielfrg.com
License: Apache License, Version 2.0
Keywords: NLP,word2vec
Platform: UNKNOWN
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Requires-Python: >=3.6
Description-Content-Type: text/markdown
License-File: LICENSE.txt
Requires-Dist: numpy (>=1.9.2)
Requires-Dist: joblib
Provides-Extra: dev
Requires-Dist: setuptools ; extra == 'dev'
Requires-Dist: setuptools-scm ; extra == 'dev'
Requires-Dist: pylint ; extra == 'dev'
Requires-Dist: flake8 ; extra == 'dev'
Requires-Dist: black ; extra == 'dev'
Requires-Dist: isort ; extra == 'dev'
Requires-Dist: twine ; extra == 'dev'
Requires-Dist: wheel ; extra == 'dev'
Requires-Dist: pytest ; extra == 'dev'
Requires-Dist: pytest-cov ; extra == 'dev'
Requires-Dist: numpy ; extra == 'dev'
Requires-Dist: scikit-learn ; extra == 'dev'
Requires-Dist: notebook ; extra == 'dev'
Requires-Dist: jupyterlab ; extra == 'dev'
Requires-Dist: nltk ; extra == 'dev'
Provides-Extra: test
Requires-Dist: pytest ; extra == 'test'

# word2vec

[![PyPI](https://badge.fury.io/py/word2vec.svg)](https://pypi.org/project/word2vec/)
[![Testing](http://github.com/danielfrg/word2vec/workflows/test/badge.svg)](http://github.com/danielfrg/word2vec/actions)
[![Coverage Status](https://codecov.io/gh/danielfrg/word2vec/branch/master/graph/badge.svg)](https://codecov.io/gh/danielfrg/word2vec?branch=master)
[![License](http://img.shields.io/:license-Apache%202-blue.svg)](http://github.com/danielfrg/word2vec/blob/master/LICENSE.txt)

Python interface to Google word2vec.

Training is done using the original C code, other functionality is pure Python with numpy.

## Installation

```
pip install word2vec
```

The installation requires to compile the original C code:

### Compilation

In order to compile the original C code a `gcc` compiler is needed.

You can override the compilation flags if needed:

```
WORD2VEC_CFLAGS='-march=corei7' pip install word2vec
```

**Windows:** There is basic some support for this support based on this [win32 port](https://github.com/zhangyafeikimi/word2vec-win32).

## Usage

Example notebook: [word2vec](http://nbviewer.ipython.org/urls/raw.github.com/danielfrg/word2vec/master/examples/word2vec.ipynb)

The default functionality from word2vec is available from the command line:
- `word2vec`
- `word2phrase`
- `word2vec-distance`
- `word2vec-word-analogy`
- `word2vec-compute-accuracy`

Experimental functionality on doc2vec can be found in this other example:
[doc2vec](http://nbviewer.ipython.org/urls/raw.github.com/danielfrg/word2vec/master/examples/doc2vec.ipynb)


