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matlab_word2vec_bin​ary_reader

version 1.2 (6.15 KB) by Toru Ikegami
readW2Vbin - MATLAB utility to read binary word2vec embedding model file

26 Downloads

Updated 25 Jun 2020

From GitHub

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Use `readW2Vbin` to read a pre-trained word2vec word embedding model in the binary format. It assumes that the file is written in the following format.

- The data before the first `0x20` (space) are ascii characters representing the number of vocabularies of the model , while the data between the first `0x20` and the first `0x10` (newline) represent the dimension of the word vector. (e.g.,`[ 51 48 48 48 48 48 48 32 51 48 48 10] ` means 3 milion words embedded into 300 dimensions. )
- The main body, which consists of sequence of word-vector pairs, begins right after the newline character. One word-vector pair consists of a sequence of bytes that represents a word, space (0x20), and a sequence of binary data that represents the embedded vector corresponding to the word in single precision (32bit) format. The length of the vector data is 4bytes times number of dimensions (e.g., 1200 bytes for 300 dimension).

This function was tested with the "GoogleNews-vectors-negative300.bin" from the word2vec web (https://code.google.com/archive/p/word2vec/). It took about a minute to read the 3.5GB file.

Cite As

Toru Ikegami (2021). matlab_word2vec_binary_reader (https://github.com/mathworks/matlab_word2vec_binary_reader/releases/tag/v1.2), GitHub. Retrieved .

MATLAB Release Compatibility
Created with R2019b
Compatible with R2019b to R2020a
Platform Compatibility
Windows macOS Linux

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To view or report issues in this GitHub add-on, visit the GitHub Repository.
To view or report issues in this GitHub add-on, visit the GitHub Repository.