# Universal Sentence Encoder alternate 

with tfjs v4 support and tree shakable esm module 

The Universal Sentence Encoder ([Cer et al., 2018](https://arxiv.org/pdf/1803.11175.pdf)) (USE) is a model that encodes text into 512-dimensional embeddings. These embeddings can then be used as inputs to natural language processing tasks such as [sentiment classification](https://en.wikipedia.org/wiki/Sentiment_analysis) and [textual similarity](https://en.wikipedia.org/wiki/Semantic_similarity) analysis.

This repo is a fork of https://www.npmjs.com/package/@tensorflow-models/universal-sentence-encoder updated in order to support the newer versions of tensorflowjs (tfjs) 

- Updated dependencies
- Updated build (cjs/esm)



Universal Sentence Encoder lite in TensorFlow.js >4. 

Supply Chain Attack on Axios Pulls Malicious Dependency from npm

universal-sentence-encoder-alt

Universal Sentence Encoder lite in TensorFlow.js >4

erikyo

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Chrome: Wildcard Host Permission

Semantic versions published out of chronological order.

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Chronological version anomaly

Project maintainer's SSH key has been compromised.

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Compromised SSH key

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Unicode homoglyphs

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universal-sentence-encoder-alt

Universal Sentence Encoder alternate

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