natural
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General natural language (tokenizing, stemming (English, Russian, Spanish), part-of-speech tagging, sentiment analysis, classification, inflection, phonetics, tfidf, WordNet, jaro-winkler, Levenshtein distance, Dice's Coefficient) facilities for node.
74 lines (65 loc) • 2.96 kB
TypeScript
/*
Copyright (c) 2022, Dylan R. E. Moonfire <https://github.com/dmoonfire>, Emily Marigold Klassen <https://github.com/forivall>, Hugo W.L. ter Doest
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in
all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
THE SOFTWARE.
*/
export class Phonetic<T> {
compare (stringA: string, stringB: string): boolean
tokenizeAndPhoneticize (str: string, phoneticsProcessor: Phonetic<T>, keepStops: boolean): T
}
export class Metaphone extends Phonetic<string> {
dedup (token: string): string
dropInitialLetters (token: string): string
dropBafterMAtEnd (token: string): string
cTransform (token: string): string
dTransform (token: string): string
dropG (token: string): string
transformG (token: string): string
dropH (token: string): string
transformCK (token: string): string
transformPH (token: string): string
transformQ (token: string): string
transformS (token: string): string
transformT (token: string): string
dropT (token: string): string
transformV (token: string): string
transformWH (token: string): string
dropW (token: string): string
transformX (token: string): string
dropY (token: string): string
transformZ (token: string): string
dropVowels (token: string): string
process (token: string, maxLength?: number): string
}
export class SoundEx extends Phonetic<string> {
process (token: string, maxLength?: number): string
transformLipps (token: string): string
transformThroats (token: string): string
transformToungue (token: string): string
transformL (token: string): string
transformHum (token: string): string
transformR (token: string): string
condense (token: string): string
padRight0 (token: string): string
transform (token: string): string
}
export class DoubleMetaphone extends Phonetic<string[]> {
process (token: string, maxLength?: number): string[]
isVowel (c: string): string | RegExpMatchArray | null
}
export class SoundExDM extends Phonetic<string> {
process (word: string, codeLength?: number): string
}