nlp

This library is a small set of algorithms and data processing utilities for Natural Languages.

Much of this code is from the Nyxt analysis library here.

• Features
  • tokenization
  • stop-words
  • porter stemming
  • dbscan
  • textrank

• packages

  NLP/STRING

  NLP/STEM/PORTER

  NLP/TESTS

  NLP/DATA

  NLP/DOC

  NLP/TEXTRANK

  NLP/DBSCAN

  NLP

  NLP/FUZZY

  NLP/TOKENIZE

  NLP/SECTION

• dependencies

  std

  rdb

  cl-ppcre

  parse

  obj

• dependents

  web

  organ

  nlp/tests

  core

  bin/homer

  bin/organ

• files

  pkg.lisp

  data.lisp

  tokenize.lisp

  doc.lisp

  stem/porter.lisp

  textrank.lisp

  dbscan.lisp

  section.lisp

  string.lisp

  fuzzy.lisp

• tests

  DBSCAN

  TEXTRANK

  DOCS

  PORTER-STEM

  SECTIONS

  TOKENIZE

• symbols

  DICTIONARY

  INVERSE-DOCUMENT-FREQUENCY

  DOCUMENT-COLLECTION

  VECTOR-DATA

  STOP-WORDS

  DBSCAN

  DOCUMENT

  DOCUMENT-VERTEX

  STRING-CONTENTS

  EXTRACT-SECTIONS

  DOCUMENT-CLUSTER

  CLUSTER

  EXTRACT-KEYWORDS

  DISTANCE

  TF-IDF-VECTORIZE-DOCUMENTS

  LANGUAGE-DATA

  TERMP

  DOCUMENT-FREQUENCY

  EDGES

  GENERATE-DOCUMENT-DISTANCE-VECTORS

  NEIGHBORS

  WORD-TOKENIZE

  SENTENCE-TOKENIZE

  FUZZY-MATCH

  TERM-FREQUENCY

  ADD-DOCUMENT

  TF-VECTORIZE-DOCUMENTS

  CLUSTERS

  KEYWORDS

  DOCUMENTS

  SUMMARIZE-TEXT

  STEM

  RANK

  GET-CLUSTER

  LANGUAGE-DATA

  TERM-COUNT

  STOP-WORDS-LOOKUP

(describe 'nlp/fuzzy:fuzzy-match)

NLP/FUZZY:FUZZY-MATCH
  [symbol]

FUZZY-MATCH names a compiled function:
  Lambda-list: (INPUT SUGGESTIONS &KEY SUGGESTIONS-DISPLAY
                (SCORE-SUGGESTION (QUOTE SCORE-SUGGESTION)))
  Derived type: (FUNCTION
                 (T T &KEY (:SUGGESTIONS-DISPLAY T)
                  (:SCORE-SUGGESTION T))
                 (VALUES T &OPTIONAL))
  Documentation:
    From the user input and a list of suggestions, return a filtered list of
    suggestions that have all the input words in them, and sort this list to have the
    'most relevant' first.
    The match is case-sensitive if INPUT contains at least one uppercase character.
    SUGGESTIONS-DISPLAY can be used to pass the pre-computed display strings of the
    suggestions; otherwise `object-display' is used.
  Source file: /home/ellis/comp/core/lib/nlp/fuzzy.lisp