This repository contains small projects related to NLP. These projects were done with the aim to learn different applications of NLP and get comfortable with various tools and techniques.
-
Topic Modelling using LDA: This project is a hands-on practise on how to split a collection of documents into topics using Latent Dirichlet Analysis (LDA).
Blog on LDA: TODO
-
Sentiment Analysis: This project is about using several machine learning classifiers, including Recurrent Neural Networks, to predict the sentiments in text.
-
Neural Machine Translation: This project is about using Neural Networks to perform the task of Machine Translation using a Seq2Seq model.