Git Product home page Git Product logo

glove-pytorch's Introduction

GloVe-PyTorch

A simple PyTorch implementation for "Global Vectors for Word Representation".

Train model

See main.py.

Test model

import numpy as np
from api.util import most_similar
data = np.load('glove.model.npz')
word_embeddings_array = data['word_embeddings_array']
word_to_index = data['word_to_index'].item()
index_to_word = data['index_to_word'].item()
print(most_similar(word_embeddings_array,word_to_index,index_to_word,"computer",result_num=5))
[('software', 0.54145634), ('computers', 0.51864588), ('apple', 0.46997803), ('machines', 0.45792481), ('workstations', 0.43789768)]

glove-pytorch's People

Contributors

kdrl avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.