asif536 / Movie Recommender System
Licence: apache-2.0
Basic Movie Recommendation Web Application using user-item collaborative filtering.
Stars: ✭ 85
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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
Thank you for visiting my repository.
Note : This is just demo application.. if you want me to customize or build application as per your requirements. please email me at [email protected]
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for each open source project belongs to its rightful owner.
If you wish to add or remove any projects, please contact us at [email protected].