A text analytics library with support for codemixed data

Lingualytics is a Python library for dealing with indic text. Lingualytics is powered by powerful libraries like Pytorch, Transformers, Texthero, NLTK and Scikit-learn. Preprocessing  Remove stopwords Remove punctuations, with an option to add punctuations of your own language Remove words less than a character limit Representation  Find n-grams from given text NLP  Classification using PyTorch  Train a classifier on your data to perform tasks like Sentiment Analysis Evaluate the classifier with metrics like accuracy, f1 score, precision and recall Use the trained tokenizer to tokenize text 