navec | Compact high quality word embeddings for Russian language | Natural Language Processing library

by natasha Python Version: 0.10.0 License: MIT

X-Ray Key Features Code Snippets Community Discussions(2)Vulnerabilities Install Support

kandi X-RAY | navec Summary

navec is a Python library typically used in Artificial Intelligence, Natural Language Processing, Deep Learning, Pytorch, Bert applications. navec has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can install using 'pip install navec' or download it from GitHub, PyPI.

Navec is a library of pretrained word embeddings for Russian language. It shows competitive or better results than RusVectores, loads ~10 times faster (~1 sec), takes ~10 times less space (~50 MB). Navec = large Russian text datasets + vanila GloVe + quantization.

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Quality

Security

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Support

navec has a low active ecosystem.

It has 131 star(s) with 15 fork(s). There are 9 watchers for this library.

It had no major release in the last 12 months.

There are 3 open issues and 0 have been closed. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of navec is 0.10.0

Quality

navec has 0 bugs and 0 code smells.

Security

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

navec code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

navec 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

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

Deployable package is available in PyPI.

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

Installation instructions, examples and code snippets are available.

navec saves you 427 person hours of effort in developing the same functionality from scratch.

It has 1012 lines of code, 125 functions and 27 files.

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

Top functions reviewed by kandi - BETA

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

Merge coocs
Given a list of cooc_cooc records return a list of coocords
Parse Glove vocabulary
Pack navec
Calculate pq fit
Parse Glove embedding file
Quantize a matrix
Translate a list of records
Download an S3 bucket
Create an S3Client from environment variables
Tokenize stdin
Find tokens in a string
Shuffle the cooc shuffle
Perform a glove
Count the cooc count
Wrapper for glove
Unpack the vocab
Pad the input buffer
Load a glove embed file
Parse glove cooc
Upload an S3 bucket
Print quantiles
Pack the vocab
Merge all vocab files
Convert the tensor into a Gensim model
Evaluate an embedding using Glove

Get all kandi verified functions for this library.

navec Key Features

No Key Features are available at this moment for navec.

navec Examples and Code Snippets

No Code Snippets are available at this moment for navec.

Community Discussions

Trending Discussions on navec

Segmentation fault in specific situation

Firebase - Download specific child (Swift 3)

QUESTION

Segmentation fault in specific situation

Asked 2018-Apr-19 at 14:17

Hello guys I am a C learner and I have wrote a program to solve the shortest path problem (simple version) (by implementing simulated annealing algorithm) but I get a problem at execution time. when I run the debugger in Code::blocks it gave me a segmentation fault in line mixer (see code) but I dont know why. The surprising thing now is that when I remove the loop or set a specific number (tested 100 iteration) it runs correctly, but when I set it high for example 1000 it stops. So what do you think is causing the problem (If you wish to see the full code I can post it, I just don't know how and most of it is written in french so excuse me). Any help is appreciated. Link to the project : https://gist.github.com/melkanas/a1909439f6c3f9a33b8552a04ddadd77 EDIT :: I think it is a stackoverflow error because the problem happens only when I try a large number of iterations ( not infinite).

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ANSWER

Answered 2018-Apr-19 at 14:17

I found that the problem is not related to stackoverflow or anything it is just an attribute of a structure which is an integer is not initialised in the function mixer.

Source https://stackoverflow.com/questions/49580499

QUESTION

Firebase - Download specific child (Swift 3)

Asked 2017-Jul-10 at 12:03

I have attached a picture of my JSON tree

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ANSWER

Answered 2017-Jul-08 at 21:03

For the First structure

This structure will definitely make our query download the whole EventView node

Source https://stackoverflow.com/questions/44989818

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