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Language Detection - Language Detection Library in Java
This is a language detection library implemented in plain Java. It detects language of a text using naive Bayesian filter. It is 99% over precision for 53 languages.
language-identification language-detection natural-language-processing nlpjChardet - Charset detection algorithm in Java
jchardet is a java port of the source from mozilla's automatic charset detection algorithm.
language-identification language-detection text-catagorization internationalization charset charset-detectionTextCat - Perl Program helps to identify natural language
TextCat written in Perl helps to identify 69 natural langauge.
language-identification language-detection text-catagorizationjuniversalchardet - Java port of universalchardet, that is the encoding detector library of Mozilla.
juniversalchardet is a Java port of "universalchardet", that is the encoding detector library of Mozilla.
charset charset-detection encoding language-identification language-detectiontensorflow_fasttext - Simple embedding based text classifier inspired by fastText, implemented in tensorflow
This project is based on the ideas in Facebook's FastText but implemented in Tensorflow. However, it is not an exact replica of fastText. Classification is done by embedding each word, taking the mean embedding over the full text and classifying that using a linear classifier. The embedding is trained with the classifier. You can also specify to use 2+ character ngrams. These ngrams get hashed then embedded in a similar manner to the orginal words. Note, ngrams make training much slower but only make marginal improvements in performance, at least in English.
fasttext tensorflow language-identification text-classifierwitch-language - Easy language identification of 380 languages
Massively multilingual, easy language identification. It currently works on 380 languages. You can add the --help command-line flag to see more options. Using Python3 gives much better performance than Python2 for this task.
language-identification bad-pun
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