Bayesian analysis of Lucia's rock types

In 1995, Lucia published a method for using rock fabric to classify carbonate rocks. These classifications have been used industry-wide to estimate permeability from porosity. Let's analyze this seminal paper under a Bayesian statistical framework.

The fun happens in lucia.ipynb.

Running the examples

If you haven't installed python on your computer, start with that. Then, from this directory, create a virtual environment:

Windows:

python -m venv venv
.\venv\Scripts\activate

Linux/Mac:

python3 -m venv venv
source venv/bin/activate

Install the required modules:

pip install -r requirements.txt

An open the jupyter notebook with jupyter (pip install jupyterlab)

jupyter-lab

or with VS-code

code .