Machine Learning analysis of Abalone dataset

Get a data

mkdir -p data/abalone
pushd data/abalone
wget https://archive.ics.uci.edu/static/public/1/abalone.zip
unzip abalone.zip
popd

Prepare environment

| Use python version 3.9+

python -m venv venv
source venv/bin/activate
pip install -r requirements.txt
export PYTHONPATH=$PYTHONPATH:$(pwd)

Regression Parameter Analysis

See regression_parameter_analysis.ipynb

Gradient Descent Analysis

See gradient_descent.ipynb