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Recommendation System

Recommend businesses to users based on Yelp Dataset.

Installation

Install Miniconda (preferred) or Anaconda here.

Create a new python environment with requirements.txt.

conda create -n rec_sys --file requirements.txt

Activate the rec_sys environment.

source activate rec_sys

Note: The requirements.txt may not contain all required packages. Please use conda install if there is any missing package.

Documentations

Data Viewer

Sentiment Analyzer

Visualization

Evaluation

  • RMSE
  • ROC AUC
  • Precision-at-K (optional)