talisman - A straightforward & modular NLP, machine learning & fuzzy matching library for JavaScript

•    Javascript

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The library's full documentation can be found here. Be sure to lint & pass the unit tests before submitting your pull request.

natural-language-processing machine-learning fuzzy-matching clustering record-linkage bayes bloom-filter canberra caverphone chebyshev cologne cosine classifier daitch-mokotoff dice fingerprint fuzzy hamming k-means jaccard jaro lancaster levenshtein lig metaphone mra ngrams nlp nysiis perceptron phonetic porter punkt schinke sorensen soundex stats tfidf tokenizer tversky vectorizer winkler

Poesy - Poetry generation via natural language markov models

•    Python

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Poetry generation via natural language markov models

poetry nlp markov modeling ngrams

JamSpell - Modern spell checking library - accurate, fast, multi-language

•    C++

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Model was trained on 300K wikipedia sentences + 300K news sentences (english). 95% was used for train, 5% was used for evaluation. Errors model was used to generate errored text from the original one. JamSpell corrector was compared with Norvig's one, Hunspell and a dummy one (no corrections). More details about reproducing available in "Train" section.

spellcheck spellchecker ngrams nlp cpp spelling-correction

colibri-core - Colibri core is an NLP tool as well as a C++ and Python library for working with basic linguistic constructions such as n-grams and skipgrams (i

•    C++

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Skipgram and flexgram extraction are computationally more demanding but have been implemented with similar optimisations. Skipgrams are computed by abstracting over n-grams, and flexgrams in turn are computed either by abstracting over skipgrams, or directly from n-grams on the basis of co-occurrence information (mutual pointwise information). At the heart of the sofware is the notion of pattern models. The core tool, to be used from the command-line, is colibri-patternmodeller which enables you to build pattern models, generate statistical reports, query for specific patterns and relations, and manipulate models.

c-plus-plus nlp ngrams skipgram ngram corpus linguistics library text-processing computational-linguistics pattern-recognition