Skip to content

Repository files navigation

NLP Tutorial codelab

Overview

This this a codelab tutorial that covers a lot of natural language processing techniques and namely 4 real life examples and demos namely:

Text summarisation 
Topic Modelling
Sentiment analysis -ML
Sentiment Analysis -Deep Learning

The techniques demonstrated are

The NLTK toolkit
Pre Processing:-importing, tokenizing,stemming,lematizing and chunking
Wordnet
K-Means Clustering
Using LSTMS to classify

To run the demos just run any python file

Requirements

NLTK Corpus

To download the entire NlTK Corpus you need to run the code below

import nltk
nltk.download()

License

Released under the GNU GENERAL PUBLIC LICENSE

About

Codelab for nlp techniques,with 4 practical demos, sentiment analysis both ml and deep learning ,text summarisation and topic modeling

Resources

Stars

8 stars

Watchers

4 watching

Forks

Releases

Packages

Contributors

Languages