/movie-resys

Project for Introduction of Machine Learning subject

Primary LanguagePython

The Movie Recommender System - Movie ReSys

Project for Introduction of Machine Learning subject

Install packages

pip3 install wheel
pip3 install pandas
pip3 install sklearn
pip3 install nltk
pip3 install tkinter
pip3 install customtkinter
pip3 install pandastable
pip3 install surprise

If pip3 install surprise command occurred errors, try to download Anaconda then run below command with Anaconda command prompt

conda install -c conda-forge scikit-surprise

Or build Surprise from source code with the below commands (this required numpy and cython)

pip install numpy cython
git clone https://github.com/NicolasHug/surprise.git
cd surprise
python setup.py install

Download datasets

Download 2 input datasets below then put them into the right folder in the input directory.

  1. the-movies-dataset: Full MovieLens Dataset
  2. movies-data: forked from the above dataset for optimization

Build and Run

cd src
python app.py