Code

All of the code for this project can be found here.

To recreate figures and analyses from paper, follow these steps:

1. Download the main branch of the repo.

2. Unzip the data.

3. Update the data path to your device. Go to Code folder of downloaded repo and edit line 8 of ProcessData.py to …/what-is-covering-me/Data

4. Create a new Python environment using Anaconda in the terminal.

cd .../what-is-covering-me/Code

conda env create -n CoverTypeProject -f CoverTypeProject.yml

1. Using the CoverTypeProject environment, run the following notebooks to recreate the following figures from the paper/presentation:

• Figure 2 : Tree Pic Collage Generator.ipynb
• Figure 3 : Blackard_Dean_99.ipynb
• Figures 4-9 : simulate2D_models.ipynb
• Figures 10, 12, 14, 16, 18, 19, 20 : TheEnsemble.ipynb
• Figure 11 : KNN_param_search.ipynb
• Figure 13 : SVM_param_search.ipynb
• Figure 15 : LDA_param_search.ipynb
• Figure 17 : QDA_param_search.ipynb