Spammy

Spammy

This is an intelligent Web app which analyses the various messages or conversation you enter and classifies conversation which you have entered is a spam or Ham(Not spam). It may seem simple at the beginning , but the project uses topics like Machine Learning ,Spam filter algorithms , Natural Language Processing and Web Technologies . Every message you enter needs to be processed and converted to bag of Words model to be used in Machine Learning . I used the classification algorithms for Machine Learning the data and processed the conversation into a website using Django 2.0 as backend and used HTML, CSS and JavaScript extensively.

Technologies Involved

HTML/CSS

Django 2.0

MySQL

Natural Language processing

Installation

1. Clone the Repositary

2. pip3 install -r requirements.txt

3. Set up Mysql Database

4. python3 manage.py migrate && python3 manage.py runserver

Working Samples