CSCI567 Course Project for H&M Personalized Fashion Recommendations Kaggle Competition: https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/overview
Create a virtual environment and install all required packages.
pip3 install virtualenv
virtualenv -p $(which python3) ./venv
source ./venv/bin/activate
# Clone the repository
git clone https://github.com/ShivinDass/csci567.git
cd csci567
# Install the package for namespace
pip3 install -e .
Create a data directory in the project folder to store all the training data, submissions etc. None of this will be uploaded on github,
# Download all the csv files and save here
mkdir ./data
export DATA_DIR=/path/to/data
After this you can use the utility files and get started with your own code. Create a separate brnach before starting.
If you want to use a jupyter notebook with the virtualenv then,
# Activate the virtualenv
source ./venv/bin/activate
# Install Jupyter notebook
pip install jupyter
# Check whether the correct jupyter is being used. It should show the bin directory in the virtual environment
which jupyter
# Use ipykernel to create a kernel of the virtual environment
pip install ipykernel
python -m ipykernel install --user --name=myvenv
After this you can launch jupyter notebook and choose your kernel when creating a new notebook.
