JSPM

  • Created
  • Published
  • Downloads 14079
  • Score
    100M100P100Q140434F
  • License MIT

A straightforward NLP & machine learning library for JavaScript.

Package Exports

  • talisman/metrics/jaro-winkler
  • talisman/phonetics/metaphone
  • talisman/stats/frequencies
  • talisman/stemmers/porter
  • talisman/tokenizers/words/treebank

This package does not declare an exports field, so the exports above have been automatically detected and optimized by JSPM instead. If any package subpath is missing, it is recommended to post an issue to the original package (talisman) to support the "exports" field. If that is not possible, create a JSPM override to customize the exports field for this package.

Readme

Build Status

Talisman

Very WIP. Much wow!

Current modules

  • clustering
    • k-means
  • helpers
    • vectors
  • metrics
    • cosine
    • dice
    • euclidean
    • hamming
    • jaccard
    • jaro
    • jaro-winkler
    • levenshtein
    • manhattan
    • mra
    • overlap
    • sorensen
    • tversky
  • phonetics
    • caverphone
    • cologne
    • doubleMetaphone
    • metaphone
    • mra
    • nysiis
    • soundex
  • regex
    • classes
  • stats
    • frequencies
    • ngrams
    • tfidf
  • stemmers
    • lancaster
    • lovins
    • porter
  • tokenizers
    • sentences
      • naive
    • words
      • naive
      • treebank

Goals

  • Completely modular
  • Straightforward & simple
  • Functional
  • Performant
  • Consistent API
  • Cross-platform