Skip to content

Latest commit

 

History

29 Commits

Folders and files

NameName
Last commit message
Last commit date
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Word Embedding

In this project we are going to embed word with 2 main model Word2vec and Glove

Getting Started

These instructions will give you a copy of the project up and running on your local machine for development and testing purposes.

Prerequisites

What things you need to install the software and how to install them

  • gensim Version: 4.3.0
  • seaborn Version: 0.12.2

Installation

Windows:

pip install gensim

pip install nltk

pip install numpy

pip install plotly

pip install seaborn

pip install scipy

for installing dependecies:

pip install-r requirements.txt

Datases and Models

glove.6B.zip

GoogleNews-vectors-negative300

Aditional links

Gensim word2vec embedding document

Gensim word2vec model document

Evaluation example

Bat evaluation

Visualizing Word Vectors with t-SNE

Visualize pre-trained GloVe Vectors in Python

About

No description or website provided.

Topics

Resources

Stars

0 stars

Watchers

1 watching

Forks

Releases

Packages

Contributors

Languages