Pk13055 / recommender-analysis

Exploratory app on building a production recommender pipeline

recommender-analysis

Exploratory app on building a production recommender pipeline

Setup

git clone https://github.com/Pk13055/recommender-analysis.git
cd recommender-analysis

mkdir data && cd data
wget http://files.grouplens.org/datasets/movielens/ml-25m.zip
unzip ml-25m.zip
mv ml-25m/* .
rm -rf ml-25*

Installation

pip install -r requirements.txt

Running

streamlit run app.py

Development

pip install pip-tools
pip-compile requirements.in > requirements.txt
pip-sync # OR pip install -r requirements.txt

streamlit run app.py