Movie-Recommendation-System-Web-Application

Building a Movie Recommendation System web application using Django framework and Recommendation technique called Collaborative Filtering

• Matrix Factorization Algorithm

Screenshot

Home page

Recommendation page

Rating page

Technologies Used

Web Technologies

• Python
• HTML
• CSS
• JavaScript
• Bootstrap

Python Packages

• Django
• Numpy
• Pandas
• Scipy

Database

SQLite

Requirements

python 3.6
pip3
virtualenv

Setup to run

• Download zip file to your local machine
• Extract the zip file
• Open terminal/cmd promt
• Goto that Path

Example

cd ~/Destop/Movie-Recommender-System-Web-Application-master

Create a new virtual environment in that directory

python3.6 -m pip install virtualenv
virtualenv venv -p python3.6

Activate virtual environment

source venv/bin/activate

Command line to install all dependencies

pip install -r requirements.txt

Then

cd ../Movie-Recommender-System/MovieRecommendationApp

Command line to run your program

python manage.py runserver

Now open your browser and go to this address

http://127.0.0.1:8000