Text Analytics Toolbox Model for fastText English 16 Billion Token Word Embedding
Updated 15 Mar 2023
This Add-on provides a pre-trained word embedding and sentence classification model using FastText for use in machine learning and deep learning algorithms. FastText is an open-source library which provides efficient and scalable libraries for text analytics. For more information on the pre-trained word vector model see : https://fasttext.cc/docs/en/english-vectors.html
Opening the fasttext.mlpkginstall file from your operating system or from within MATLAB will initiate the installation process for the release you have.
This mlpkginstall file is functional for R2018a and beyond.
% Load the trained model
emb = fastTextWordEmbedding;
% Find the top 10 closest words to “impedance” according to this word embedding
impedanceVec = word2vec(emb,"impedance");
10×1 string array
MATLAB Release Compatibility
Platform CompatibilityWindows macOS Linux
- AI, Data Science, and Statistics > Deep Learning Toolbox >
- AI, Data Science, and Statistics > Text Analytics Toolbox >
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!Start Hunting!
Discover Live Editor
Create scripts with code, output, and formatted text in a single executable document.