Mixed neural network / fuzzy similarity based phrase database matching. Uses universal sentence embeddings from Tensorflow combined with KNN and fuzzy similarity to perform slot filling based on a list of potential phrases. The approach allows for one shot learning and the efficiency will be determined by KNN (or other approximate nearest neighbor). The name "PhraseX" comes from "Regex", as it is a more flexible way of matching phrases than using regex and better suited for natural language.
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Support the dependencies of jloveric/neuralphrasex
deep cloning of objects and arrays
Lightweight debugging utility for Node.js and the browser
A library for deep (recursive) merging of Javascript objects
An open-source machine learning framework.
Modern native Git hooks
Delightful JavaScript Testing.
Lint files staged by git
data structures with idiomatic JavaScript collection interfaces
Helper operations for clockmaker.
fasttag part of speech tagger implementation
Sentence similarity algorithm.
Fill in the slots in a phrase template given a matching phrase.
Simple neural sentence search.
Hybrid word similarity scores for use in sentence-similarity.
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