vinay-reddy31 / movie-recommender-system

Basic Movie Recommendation Web Application using user-item collaborative filtering.

Movie-Recommender-System

A Web Base user-item Movie Recommendation Engine using Collaborative Filtering By matrix factorizations algorithm and The recommendation based on the underlying idea that is if two persons both liked certian common movies,then the movies that one person has liked that the other person has not yet watched can be recommended to him.

Screenshot

Home page

Recommendation page

Rating page

Technologies Used

Web Technologies

Html , Css , JavaScript , Bootstrap , Django

Machine Learning Library In Python3

Numpy , Pandas , Scipy

Database

SQLite

Requirements

python 3.6

pip3

virtualenv

Setup to run

Extract zip file in your computer

Open terminal/cmd promt

Goto that Path

Example

cd ~/Destop/Movie-Recommender-System

Create a new virtual environment on that directory

virtualenv .

Activate Your Virtual Environment

for Linux

source bin/activate

for Windows

cd Scripts
then
activate

To install Dependencies

pip install -r requirements.txt

Creating Local Server

Goto src directory, example

cd ../Movie-Recommender-System/src

To run

python manage.py runserver

Now open your browser and go to this address

http://127.0.0.1:8000

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