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recommendersystem's Introduction

RecommenderSystem

We're building a simple Recommender System using Content-Based Filtering Method with simple User Interface

the contributor for backend : zaza-ipynb
contributor for integrating backend to UI : mystald

There are required libraries which is pandas, flask, sklearn :

pip install sklearn  
pip install flask  
pip install pandas

There are several file available in this repository :

  1. RecSys.ipynb file for the raw backend
  2. book dataset from https://www.kaggle.com/meetnaren/goodreads-best-books
  3. main.py for UI architecture with folder dependencies
  4. cbrs.py is the compressed code from RecSys.ipynb

To see the recommender system with UI simply run main.py until it doesn't show any error like this :

alt text

and open localhost:5000 at your browser and it will be like this :

alt text

recommendersystem's People

Contributors

zaza-ipynb avatar mystald avatar

Stargazers

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Watchers

Kucing Item Putih (Black & White Cat) avatar  avatar

Forkers

ichlasul0899

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