@hiyurigi/nlp NPM

NLP by Hiyurigi

A simple implementation of NLP in JS.

How to use

Installation

npm i @hiyurigi/nlp

Function

Text Correction

Example:

const NLP = require('@hiyurigi/nlp')("TextCorrection");
let v = new NLP(["stats", "menu", "xzxz"]);
let result = v.TextCorrection({Needle: "mqnts", Threshold: 0.4, NgramsLength: 1});
console.log(result);

Output:

[
    { Key: 'menu', Text: [ 'm', 'e', 'n', 'u'], similarity: 1 },
    { Key: 'stats', Text: [ 'm', 'q', 'n', 't', 's' ], similarity: 0.4 }
]

Parameter	Description	Type	Default
Needle	Text you want to fix.	String \| Required	None
NgramsLength	how many grams you want.	integer \| Optional	1
Threshold	Text correction threshold.	float \| Optional	0.3
ThresholdOperator	Threshold js comparison operator.	String \| Optional	>=
KeyRange	Key distance on the keyboard.	Integer \| Optional	2
Autofix	Auto fix word (works only with NgramsLength = 1).	Boolean \| Optional	true
RemoveArray	Remove array when output just 1.	Boolean \| Optional	false

Text Completion

Example:

const NLP = require('@hiyurigi/nlp')("TextCompletion");
let v = new NLP(["stats", "menu", "xzxz"]);
let result = v.TextCompletion("m");
console.log(result);