Rinat Valiullov RinatValiullov

## spell-index.js
// index.js

var natural = require('natural');

var corpus = ['something', 'soothing'];
var spellcheck = new natural.Spellcheck(corpus);

console.log(spellcheck.getCorrections('soemthing', 1));
console.log(spellcheck.getCorrections('soemthing', 2));

## phonetic-output.js
They sound alike!
FNTKS

## phonetic-index.js
// index.js

var natural = require('natural');
var metaphone = natural.Metaphone;
var soundEx = natural.SoundEx;

var wordA = 'phonetics';
var wordB = 'fonetix';

if (metaphone.compare(wordA, wordB))

## sentiment-output.js
0.42857142857142855 // указывает на относительно отрицательное утверждение

## classification-output.js
sell
buy

## string_distance-output.js
3
3
-1

## stemming-output.js
[ 'go', 'friend' ]

## stemming-index.js
// index.js

var natural = require('natural');

natural.PorterStemmer.attach();
console.log("I can see that we are going to be friends".tokenizeAndStem());

## tokenization-output.js
[ 'The',
  'quick',
  'brown',
  'fox',
  'jumps',
  'over',
  'the',
  'lazy',
  'dog' ]

## tokenization-index.js
// index.js

var natural = require('natural');
var tokenizer = new natural.WordTokenizer();

console.log(tokenizer.tokenize("The quick brown fox jumps over the lazy dog"));
	// index.js

	var natural = require('natural');

	var corpus = ['something', 'soothing'];
	var spellcheck = new natural.Spellcheck(corpus);

	console.log(spellcheck.getCorrections('soemthing', 1));
	console.log(spellcheck.getCorrections('soemthing', 2));
	// index.js

	var natural = require('natural');
	var metaphone = natural.Metaphone;
	var soundEx = natural.SoundEx;

	var wordA = 'phonetics';
	var wordB = 'fonetix';

	if (metaphone.compare(wordA, wordB))
	// index.js

	var natural = require('natural');

	natural.PorterStemmer.attach();
	console.log("I can see that we are going to be friends".tokenizeAndStem());
	[ 'The',
	'quick',
	'brown',
	'fox',
	'jumps',
	'over',
	'the',
	'lazy',
	'dog' ]
	// index.js

	var natural = require('natural');
	var tokenizer = new natural.WordTokenizer();

	console.log(tokenizer.tokenize("The quick brown fox jumps over the lazy dog"));