Plots for pendulum 07/30/2025

[jsv1206]

The code from main branch is used to generate the following plots:
Parity, CoverageFraction, CDFRanks, Ranks, and TARP

The plots are made without giving the simulator to the config i.e. using the lookup_table_simulator.

my_config = {
    "model": {"model_path": "../resources/savedmodels/pendulum_posterior.pkl"}, 
    "data": {
        "data_path": "../resources/saveddata/pendulum_data_test.h5", 
        "simulator": ""}, 
    "metrics_common": {
        "use_progress_bar": True,
        "samples_per_inference": 1000,
        "percentiles": [75, 85, 95],
        "number_simulations": 10,
       }, 
    "metrics": {},
    "plots":{}
}

According to the documentation here , LC2ST, PPC and PriorPC require a simulator. Hence, they are not generated here.

[jsv1206]

I started an issue because the plots generated are incorrect here

[bnord]

@jsv1206 Who's assigned that issue?

[jsv1206]

I assigned it to myself and Maggie. Will work on that today and discuss with Maggie if I have any questions.