This folder contains:
all_circuit_parameters_train.pickle
all_simulation_outs_train.pickle
all_seeds_train.npy
The first two are pandas dataframes which contain the valid theta and x from all
rounds.
In addition, it contains folder:
01_simulate_11deg
01_simulate_11deg_R2
01_simulate_11deg_R3
These contain the raw simulations from all three rounds of rejection classifier. In each round, we ran 3 million simulations.
In addition, it contains:
simulate_11deg_R3_predictives_at_11deg
simulate_11deg_R3_predictives_at_27deg
which are posterior predictives of the 11deg posterior. Simulated at 11degree and 27 degree, respectively. At 11 degree, we have 17610000 simulations. At 27 degree, as this is training data, we have 124010000.
Lastly, it contains:
simulate_27deg_R4_predictives_at_11deg
simulate_27deg_R4_predictives_at_27deg
They include the predictive samples from the posterior at 11deg+27deg. Each of them are around 1million simulations (17610000).