glove.py | Python implementation of GloVe word embedding algorithm | Computer Vision library

by hans Python Version: Current License: No License

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kandi X-RAY | glove.py Summary

glove.py is a Python library typically used in Artificial Intelligence, Computer Vision, Deep Learning, Numpy, Example Codes applications. glove.py has no bugs, it has no vulnerabilities, it has build file available and it has low support. You can download it from GitHub.

This repository contains an implementation of the GloVe word vector learning algorithm in Python 2 (NumPy + SciPy). (A contributed Python 3 version is available here.). You can follow along with the accompanying tutorial on my blog. The implementation is for educational purposes only; you should look elsewhere if you are looking for an efficient / robust solution.

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glove.py has a low active ecosystem.

It has 224 star(s) with 78 fork(s). There are 15 watchers for this library.

It had no major release in the last 6 months.

There are 3 open issues and 3 have been closed. On average issues are closed in 190 days. There are 1 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of glove.py is current.

Quality

glove.py has 0 bugs and 0 code smells.

Security

glove.py has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

glove.py code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

glove.py does not have a standard license declared.

Check the repository for any license declaration and review the terms closely.

Without a license, all rights are reserved, and you cannot use the library in your applications.

Reuse

glove.py releases are not available. You will need to build from source code and install.

Build file is available. You can build the component from source.

glove.py saves you 101 person hours of effort in developing the same functionality from scratch.

It has 257 lines of code, 15 functions and 4 files.

It has low code complexity. Code complexity directly impacts maintainability of the code.

Top functions reviewed by kandi - BETA

kandi has reviewed glove.py and discovered the below as its top functions. This is intended to give you an instant insight into glove.py implemented functionality, and help decide if they suit your requirements.

Train a model on a vocabulary
Calculate cost function
Build the cooccurrences matrix
Parse command line arguments
Wrapper around get_or_create
Builds a vocabulary from a corpus
Saves tensors to a pickle file
Make a dict of vocab

Get all kandi verified functions for this library.

glove.py Key Features

No Key Features are available at this moment for glove.py.

glove.py Examples and Code Snippets

No Code Snippets are available at this moment for glove.py.

Community Discussions

Trending Discussions on glove.py

Error while embedding: could not convert string to float: 'ng'

Reading file from specified path using ArgumentParser in Python

QUESTION

Error while embedding: could not convert string to float: 'ng'

Asked 2019-Sep-05 at 04:52

I am working on Pre trained word vectors using GloVe method. Data contains vectors on Wikipedia data. While embedding data i am getting error stating that could not convert string to float: 'ng'

I tried going through data but there i was not able to find symbol 'ng'

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ANSWER

Answered 2018-Nov-30 at 23:39

Looks like 'ng' is a word (token) in your file that you are trying to get a word vector for. Glove pre-trained vectors probably do not have a vector for 'ng' which is causing the error. So, you need to check if the word has a vector in the Glove embeddings. See the section labeled 'Create a weight matrix for words in training docs' in this post for an example of how to do this - Text Classification Using CNN, LSTM and Pre-trained Glove Word Embeddings: Part-3

Source https://stackoverflow.com/questions/53541327

QUESTION

Reading file from specified path using ArgumentParser in Python

Asked 2017-Aug-06 at 02:48

I am trying to train Glove model using python on my text corpus following the implementation specified on this page. Glove model I am encountering problems while reading corpus file from the specified path

...

ANSWER

Answered 2017-Aug-06 at 02:48

In my impression, single quotes in Windows causes problems in command line arguments, they are not escaped but interpreted as a part of the string. See the last line in the error log:

Source https://stackoverflow.com/questions/45528033

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

No vulnerabilities reported

Install glove.py

You can download it from GitHub.
You can use glove.py like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

Support

For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .

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