Search Results for "levenshtein"

"Natural" is a general natural language facility for nodejs. It offers a broad range of functionalities for natural language processing. Tokenizing, stemming, classification, phonetics, tf-idf, WordNet, string similarity, and some inflections are currently supported. It’s still in the early stages, so we’re very interested in bug reports, contributions and the like. Note that many algorithms from Rob Ellis’s node-nltools are being merged into this project and will be maintained from here...

NLP.js is an NLP library for building bots, with entity extraction, sentiment analysis, automatic language identifier, and much more. "NLP.js" is a general natural language utility for nodejs. Search the best substring of a string with less Levenshtein distance to a given pattern. Get stemmers and tokenizers for several languages. Sentiment Analysis for phrases (with negation support). Named Entity Recognition and management, multi-language support, and acceptance of similar strings, so the introduced text does not need to be exact. Natural Language Processing Classifier, to classify an utterance into intents. ...

fuzzysearch is a tiny, blazing-fast fuzzy search library for JavaScript that checks whether a “needle” string can be found inside a “haystack” string in order, but not necessarily contiguously. It implements a simplified fuzzy searching algorithm that does not use Levenshtein distance; instead it returns a boolean indicating whether all characters of the needle appear in sequence within the haystack. This makes it ideal for filtering lists or autocomplete suggestions quickly based on incomplete user input. Because it operates with a very small algorithmic footprint, it is both lightweight in size and extremely fast in practice. ...