AFL.automation.instrument.VirtualSANS_data#

Classes

`ClusteredGPs`(dataset)	This is the wrapper class that enables scattering interpolation within the classifier labels.
`Driver`(name[, defaults, overrides, useful_links])
`Interpolator`(dataset)
`VirtualSANS_data`([overrides, clustered])

class AFL.automation.instrument.VirtualSANS_data.VirtualSANS_data(overrides=None, clustered=False)[source]#

defaults = {'save_path': '/home/afl642/2305_SINQ_SANS_path'}#

__init__(overrides=None, clustered=False)[source]#: Generates smoothly interpolated scattering data via a noiseless GPR from an experiments netcdf file

set_params_dict(params_dict)[source]#

get_params_dict()[source]#

generate_model(alpha=0.1)[source]#

load_model_dataset(params_dict=None)[source]#

expose(name=None, exposure=None, nexp=1, block=True, write_data=True, return_data=True, measure_transmission=True, save_nexus=True)[source]#

status()[source]#

train_model(kernel=None, niter=1000, optimizer=None, noiseless=True, tol=1e-06, heteroscedastic=False)[source]#