Physics 215 Project

• Author: Kelvin Bartilad
• Topic: Classifying leaves using Dynamic Time Warping and Shapelets Transformation

How to replicate the work

1. Clone this repo.
2. Recreate the environment by navigating to the scripts directory and type conda env create -f environment.yml in the terminal.
3. Activate the environment and run classify_leaves.ipynb to reproduce the figures. It should run but you won't see the full page unless you also install Quarto (https://quarto.org/docs/get-started/)
4. If you have Quarto, type quarto preview classify_leaves.ipynb in the terminal to get a preview of the page. Else type quarto render classify_leaves.ipynb --to html to get a local render of the webpage.
5. Open classify_leaves.html in the scripts directory to see the page rendered using Quarto.
6. Figures are saved in the results directory