PyMC modeling

Choose a useful starting point: a simple scaffold, an established subject-matter model, or a decomposition of a larger target model. Expand, simplify or branch as the question, data and checks warrant. Use the consuming project's data and Python environment; check installed APIs and package compatibility.

For pymc-extras tasks, start with feature selection and compatibility, then load only the relevant workflow reference. Prefer its supported algorithms to bespoke implementations; do not use an extension merely because it is installed.

Choose the primary task