Antarctica

Code and analysis supporting Antarctica coding challenge.

Getting Started

Prerequisites

• Python 3.12
• UV

Configure Environment

The following should work from either Bash or ZSH.

# Configure environment
source environment.sh
make

# Activate venv
source .venv/bin/activate

# Launch jupyter
jupyter lab

Notebooks

The following 3 notebooks walk through my analysis from beginning to end. My final "solution" can be found in the Summary section of the last notebook.

• Exploratory Data Analysis
• Neighbor Graphs
• Probe Clusters

Source Code

The analysis in the notebooks required a number of utility functions for manipulating the data. Most of this code is implemented in src/antarctica and verified with tests in tests/unit.