lexvec | LexVec word embedding model | Natural Language Processing library

by alexandres Go Version: v1.0.4 License: MIT

X-Ray Key Features Code Snippets Community Discussions(1)Vulnerabilities Install Support

kandi X-RAY | lexvec Summary

lexvec is a Go library typically used in Artificial Intelligence, Natural Language Processing, Deep Learning, Bert applications. lexvec has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. You can download it from GitHub.

This is an implementation of the LexVec word embedding model (similar to word2vec and GloVe) that achieves state of the art results in multiple NLP tasks, as described in these papers.

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lexvec has a low active ecosystem.

It has 707 star(s) with 85 fork(s). There are 30 watchers for this library.

It had no major release in the last 12 months.

There are 0 open issues and 7 have been closed. On average issues are closed in 314 days. There are 1 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of lexvec is v1.0.4

Quality

lexvec has no bugs reported.

Security

lexvec has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

License

lexvec is licensed under the MIT License. This license is Permissive.

Permissive licenses have the least restrictions, and you can use them in most projects.

Reuse

lexvec releases are available to install and integrate.

Installation instructions, examples and code snippets are available.

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lexvec Key Features

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lexvec Examples and Code Snippets

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Community Discussions

Trending Discussions on lexvec

Line shuffling multi-terabyte text file

QUESTION

Line shuffling multi-terabyte text file

Asked 2017-Aug-13 at 01:21

Problem: line shuffle a T terabyte text file containing n lines (same line can appear multiple times in the text file) given Z terabytes of RAM, where T = Z * 100. Quasi-shuffling is fine.

Presently I'm using this Python implementation, which performs a quasi-shuffle, but it's somewhat slow. The algorithm is O(n) so I believe the slowness is caused by Python. I was thinking about re-implementing it in C but before doing that I was wondering if anyone knew of an existing solution.

Things that DO NOT work: GNU shuf (loads entire file to be shuffled in memory), GNU sort -R (hashes each line and so output identical lines adjacently).

...

ANSWER

Answered 2017-Aug-13 at 01:21

I solved the problem with the following C++ implementation that is significantly faster: https://github.com/alexandres/terashuf

Source https://stackoverflow.com/questions/42765818

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

Vulnerabilities

No vulnerabilities reported

Install lexvec

Install the Go compiler and clang. Make sure your $GOPATH is set.
Install the Go compiler and clang.
Make sure your $GOPATH is set
Execute the following commands in your terminal: $ go get github.com/alexandres/lexvec $ cd $GOPATH/src/github.com/alexandres/lexvec $ make

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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