GitHub / vishnukanduri / Language-Classification-using-Naive-Bayes-in-Python

Classified sentences into one of Slovak, Czech, and English. Implemented relevant preprocessing steps, addressed the class imbalance in training set by employing the learned theory of Naive Bayes Models, and implementing subword units.

JSON API: http://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vishnukanduri%2FLanguage-Classification-using-Naive-Bayes-in-Python

Topics: data-cleaning, exploratory-data-analysis, language-classification, naive-bayes-implementation, natural-language-processing, nlp, subword-units, subwords, vectorization, visualization

• Files
• Readme
• Dependencies