feature-selection

Machine Learning project comparing several Feature Selection methods

Update global configuration:

• raw/processed data paths: config/datasets.yaml

Local development:

python3 -m venv venv

source venv/bin/activate

pip install -r requirements.txt

jupyter lab

Colab:

• Clone repository: !git clone https://github.com/anitarazafi/feature-selection.git

%cd feature-selection

• Install dependencies:

import os
if 'requirements.txt' in os.listdir('.'):
    print("requirements.txt found. Proceeding to install dependencies.")
    !pip install -r requirements.txt
else:
    print("requirements.txt not found. No dependencies to install from a file.")

IBTrACS dataset url: https://www.ncei.noaa.gov/products/international-best-track-archive