Maximal Updated Density Examples
Examples for Existence, Uniqueness, and Convergence of Parameter Estimates with Maximal Updated Densities
Authors: Troy Butler & Michael Pilosov
pip install mud-examples
Generate all of the figures the way they are referenced in the paper:
The above is equivalent to running all of the examples sequentially:
mud_run_inv mud_run_lin mud_run_ode mud_run_pde
mud_run_X scripts all call the same primary entrypoint, which you can call with the console script
Here are two examples:
mud_examples --example ode
mud_examples --example lin
and so on. (More on this later, once argparsing is better handled, they might just be entrypoints to the modules themselves rather than a central
runner.py, which really only exists to compare several experiments, so perhaps it warrants renaming to reflect that).
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