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);

  Output:

  menu

  Parameter	Description	Type	Default
  UncompleteText	Uncompleted Text.	String | Required	None

Read More

Testing

npm test

TODO List

• Create text correction
• Create text completion

If you have a Idea feel free to suggest me

License

License - GNU GPLv3