lasdi.workflow

Attributes

trainer_dict
latent_dict
ld_dict
physics_dict
parser

Functions

main()
step(trainer, next_step, config[, use_restart])
initialize_trainer(config[, restart_file])	Initialize a LaSDI class with a latent space model according to config file.
initialize_latent_space(physics, config)	Initialize a latent space model according to config file.
initialize_physics(config, param_name)	Initialize a physics FOM model according to config file.
pick_samples(trainer, config)
run_samples(trainer, config)
collect_samples(trainer, config)

Module Contents

lasdi.workflow.trainer_dict

lasdi.workflow.latent_dict

lasdi.workflow.ld_dict

lasdi.workflow.physics_dict

lasdi.workflow.parser

lasdi.workflow.main()

lasdi.workflow.step(trainer, next_step, config, use_restart=False)

lasdi.workflow.initialize_trainer(config, restart_file=None)

Initialize a LaSDI class with a latent space model according to config file. Currently only ‘gplasdi’ is available.

lasdi.workflow.initialize_latent_space(physics, config)

Initialize a latent space model according to config file. Currently only ‘ae’ (autoencoder) is available.

lasdi.workflow.initialize_physics(config, param_name)

Initialize a physics FOM model according to config file. Currently only ‘burgers1d’ is available.

lasdi.workflow.pick_samples(trainer, config)

lasdi.workflow.run_samples(trainer, config)

lasdi.workflow.collect_samples(trainer, config)