naivenlp

naivenlp

Extremely naive nlp processor. Uses other nlp packages to ATTEMPT to simplify an input string for further processing.

// Run string through parser with options
let str1 = "What’s your favorite piece of clothing you own / owned?";
let str2 = "What is the answer to y = x + 3";

// "What’s favorite piece clothing own / owned?"
console.log(naivenlp.parse(str1, {lower: true, isoMath: true, stems: true}));

// "y = x + 3"
console.log(naivenlp.parse(str2, {trim: true, lower: true}));

npm install naivenlp

Main Example

Basic String Processing

// Naivenlp has a total of 17 functions
let str1 = "a   b      c";

// trim
console.log(naivenlp.trim(str1)); // "a b c"

// trimSpaces
console.log(naivenlp.trimSpaces(str1, 5)); // "a   b c"

// trimAllSpaces
console.log(naivenlp.trimAllSpaces(str1)); // "abc"

let str2 = "A B C";

// lower
console.log(naivenlp.lower(str2)); // "a b c"

// split
console.log(naivenlp.split(str2)); // ["A","B","C"]

let str3 = "A*B*C";

// splitOn
console.log(naivenlp.splitOn(str3,"*")); // ["A","B","C"]

let arr1 = ["A","B","C"];

// join
console.log(naivenlp.join(arr1)); // "A B C"

// joinOn
console.log(naivenlp.joinOn(arr1, "*"));

// replace
console.log(naivenlp.replace(str7, "1", " ")); // "A B C D E"

// remove
console.log(naivenlp.remove(str7, "1")); // "ABCDE"

NLP Functionality

let str4 = "three two one";

// words2numbers
console.log(naivenlp.words2numbers(str4)); // "3 2 1"

let str5 = "This is a series of words, some of which are stop words.";

// stops
console.log(naivenlp.stops(str5)); // "series words, stop words."

let str6 = "Removing the worded stemses";

// stems
console.log(naivenlp.stems(str6)); // "remov the word stems"

let str7 = "A1B1C1D1E1";

Filter Symbols

let str8 = "!@#$%^&*()=+-";

// filterSymbols
console.log(naivenlp.filterSymbols(str8)); //
console.log(naivenlp.filterSymbols(str8, true)); // "^*()+-"

Math Isolation

let str9 = "ax + dog bz - 3 derp = 3";

// isolateMath
console.log(naivenlp.isolateMath(str9)); // "ax + bz - 3 = 3"

Multiple Function Parsing

let str10 = "What’s your favorite piece of clothing you own / owned?";

// parse
// "What’s favorite piece clothing own / owned?"
console.log(naivenlp.parse(str10, {lower: true, isoMath: true, stems: true}));

API

naivenlp

init

const naivenlp = require("naivenlp");

Methods

trim

// Trim all beginning, double and trailing spaces
let str1 = " a  b  c ";
console.log(naivenlp.trim(str1)); // "a b c"

trimSpaces

// Trim spaces of a certain length as well as beginning and trailing
let str2 = " a    b  c";
console.log(naivenlp.trimSpaces(str2, 3)); // "a b  c"

trimAllSpaces

// Remove all spaces regardless of length or position
let str3 = " a   b   c  d       e fg";
console.log(naivenlp.trimAllSpaces(str3)); // abcdefg

words2numbers

// Change word numbers to numbers
let str1 = "three two one";
console.log(naivenlp.words2numbers(str1)); // "3 2 1"

lower

// Lower capital letters
let str1 = "ALL CAPS";
console.log(naivenlp.lower(str1)); // "all caps"

split

// Split on spaces
let str1 = "Here are words";
console.log(naivenlp.split(str1)); // ["Here","are","words"]

splitOn

// Split on asterisk
let str3 = "twenty*one*hundred";
console.log(naivenlp.splitOn(str3, "*")); // ["twenty","one","hundred"]

join

// Join with spaces
let arr1 = ["Here","are","words"];
console.log(naivenlp.join(arr1)); // "Here are words"

joinOn

// Join with asterisk
let arr3 = ["Twenty","one","hundred"];
console.log(naivenlp.joinOn(arr3, "*")); // ["twenty","one","hundred"]

stops

// Remove stop words
let str1 = "This is a series of words, some of which are stop words.";
console.log(naivenlp.stops(str1)); // "series words, stop words."

stems

// Remove word stems
let str1 = "If you had unlimited funds to build a house that you would?";
console.log(naivenlp.stems(str1)); // "if you had unlimit fund to build a hous that you would?"

replace

// Replace "A" with "#$@#"
let str1 = "A S D A G A B A";
console.log(naivenlp.replace(str1, "A", "#$@#")); // "#$@# S D #$@# G #$@# B #$@#"

remove

let str1 = "A S D A G A B A";
console.log(naivenlp.remove(str1, "A")); // " S D  G  B "

removeWordsLength

// Remove all words of at least length 4
let str3 = "one two three four five six seven eight";
console.log(naivenlp.removeWordsLength(str3, 4)); // "one two    six  "

filterSymbols

// Filter all symbols
let str1 = "A! S@ D# A$ G% A& B. A,";
console.log(naivenlp.filterSymbols(str1)); // "A S D A G A B A"

isolateMath

// isolate math from string
let str1 = "ax + dog bz - 3 derp = 3";
console.log(naivenlp.isolateMath(str1)); // "ax + bz - 3 = 3"

parse

// Run string through parser with options
let str1 = "What’s your favorite piece of clothing you own / owned?";
console.log(naivenlp.parse(str1, {lower: true, isoMath: true, stems: true})); // "What’s favorite piece clothing own / owned?"

// Parse incorporates trim, lower, words2numbers, isolateMath, stops, stems in that series
// All will be applied unless an object is passed, specifying steps to skip
// {trim: true, lower: true, w2n: true, isolateMath: true, stops: true, stems: true}
// The above object will skip every step of processing

// Same as str1
console.log(naivenlp.parse(str1, {trim: true, lower: true, w2n: true, isolateMath: true, stops: true, stems: true}));

Scripts

Testing

To run mocha/chai tests. npm run test

Examples

To run the main example. npm run ex

To run all examples. npm run exAll

License

Niavenlp.js is released under the MIT license.