Search results
34 packages found
Plugin to add TF-IDF scores to a Lyra index
measure the salience / importance of words in a text document -- based on the frequency of the words in the document, versus their frequency in English
![GitHub license](https://img.shields.io/badge/license-MIT-blue.svg)
Minimal implementations of a couple of classic text analysis tools (TF-IDF and cosine similarity)
A TFIDF analysis package that allows for tokens of any word length
Node compatible version of tiny-tfidf
General natural language (tokenizing, stemming (English, Russian, Spanish), classification, inflection, phonetics, tfidf, WordNet, jaro-winkler, Levenshtein distance, Dice's Coefficient) facilities for node.
- natural
- language
- porter
- lancaster
- stemmer
- bayes
- classifier
- phonetic
- metaphone
- inflector
- wordnet
- tf-idf
- logistic
- regression
- View more
Covectric is a simple vector based search engine using cosine similarity and tf-idf methods for finding text similarity.
General natural language (tokenizing, stemming (English, Russian, Spanish), classification, inflection, phonetics, tfidf, WordNet, jaro-winkler, Levenshtein distance, Dice's Coefficient) facilities for node.
- natural
- language
- porter
- lancaster
- stemmer
- bayes
- classifier
- phonetic
- metaphone
- inflector
- wordnet
- tf-idf
- logistic
- regression
- View more
An implementation of the tf-idf vector space model for keyword search
Function that takes a Term-Document map; computes IDFs.
Computes BM25 Vectorization of Text.
For private use.
- natural
- language
- porter
- lancaster
- stemmer
- bayes
- classifier
- phonetic
- metaphone
- inflector
- wordnet
- tf-idf
- logistic
- regression
- View more
General natural language (tokenizing, stemming (English, Russian, Spanish), classification, inflection, phonetics, tfidf, WordNet, jaro-winkler, Levenshtein distance, Dice's Coefficient) facilities for node.
- natural
- language
- porter
- lancaster
- stemmer
- bayes
- classifier
- phonetic
- metaphone
- inflector
- wordnet
- tf-idf
- logistic
- regression
- View more