dessn.framework package¶

Submodules¶

dessn.framework.analytic_verification module¶

dessn.framework.bias_test module¶

dessn.framework.bias_test.fit_colour_error(names)[source]¶

dessn.framework.bias_test.investigate_color(sim_names)[source]¶

dessn.framework.fitter module¶

class dessn.framework.fitter.Fitter(temp_dir)[source]¶

Bases: object

fit(file)[source]¶

get_indexes_from_index(index)[source]¶

get_num_jobs()[source]¶

get_result_from_chain(chain, simulation_index, model_index, cosmo_index, convert_names=True, max_deviation=2.5)[source]¶

is_laptop()[source]¶

load(split_models=True, split_sims=True, split_cosmo=False, convert_names=True, max_deviation=2.5, squeeze=True)[source]¶

load_file(filename)[source]¶

run_fit(model_index, simulation_index, cosmo_index, walker_index, num_cores=1)[source]¶

set_max_steps(max_steps)[source]¶

set_models(*models)[source]¶

set_num_cosmologies(num_cosmologies)[source]¶

set_num_cpu(num_cpu=None)[source]¶

set_num_walkers(num_walkers)[source]¶

set_simulations(*simulations)[source]¶

dessn.framework.model module¶

class dessn.framework.model.Model(filename)[source]¶

Bases: abc.ABC

correct_chain(dictionary, simulation, data)[source]¶

get_cosmo_params()[source]¶

get_data(simulation, cosmology_index)[source]¶

get_init(**kwargs)[source]¶

get_init_wrapped(**kwargs)[source]¶

get_labels()[source]¶

get_name()[source]¶

get_parameters()[source]¶

get_stan_file()[source]¶

dessn.framework.simulation module¶

class dessn.framework.simulation.Simulation[source]¶

Bases: abc.ABC

get_all_supernova(n_sne, cosmology_index=0)[source]¶

get_approximate_correction()[source]¶

get_name()[source]¶

get_passed_supernova(n_sne, cosmology_index=0)[source]¶

get_systematic_names()[source]¶

get_truth_values()[source]¶

get_truth_values_dict()[source]¶