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Example code of rich-davis1/phpw2v

Informations about the package phpw2v

PHPW2V

A PHP implementation of Word2Vec, a popular word embedding algorithm created by Tomas Mikolov and popularized by Radim Řehůřek & Peter Sojka with the Gensim Python library

Installation

Install PHPW2V into your project using Composer:

Requirements

Using PHPW2v

Step 1: Require Vendor autoload and import PHPW2V at the top of your file

Step 2: Prepare an array of sentences

Step 3: Train your model & save it for use later

Step 4: Load your previously trained model and find the most similar words

Which results in:

Step 5: Find similar words with both positive and negative contexts

Step 6: Get the word embedding of a word to be used in other NLP projects

All versions of phpw2v with dependencies

PHP Build Version
Package Version
Requires php Version >=7.4
phpunit/phpunit Version ^9.1
rubix/tensor Version ^2.0.4
phpstan/phpstan Version ^0.12.33
friendsofphp/php-cs-fixer Version ^2.16
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