Index

A

ac_cost_fn() (in module config_dmbrl) Aconity (class in aconity) aconity (module) aconityAPIfiles (module) aconityAPIfiles.AconitySTUDIO_client (module) aconityAPIfiles.AconitySTUDIO_utils (module)

AconitySTUDIO_client (class in aconityAPIfiles.AconitySTUDIO_client) (module) AconitySTUDIO_utils (module) act() (controllers.Controller.Controller method) (controllers.MPC.MPC method) add() (models.BNN.BNN method)

B

BNN (class in models.BNN)

bnn_constructor() (in module config_dmbrl)

C

cache() (utils.TensorStandardScaler.TensorStandardScaler method) CEMOptimizer (class in misc.optimizers.cem) change_global_parameter() (aconityAPIfiles.AconitySTUDIO_client.AconitySTUDIO_client method) (aconityAPIfiles.AconitySTUDIO_utils.JobHandler method) change_part_parameter() (aconityAPIfiles.AconitySTUDIO_client.AconitySTUDIO_client method) (aconityAPIfiles.AconitySTUDIO_utils.JobHandler method) changePlanHor() (controllers.MPC.MPC method) changeSolDim() (misc.optimizers.cem.CEMOptimizer method) changeTargetCost() (controllers.MPC.MPC method) clearComms() (cluster.Cluster method) Cluster (class in cluster) cluster (module) compute_output_tensor() (layers.FC.FC method) computeAction() (cluster.Cluster method) conf (module), [1] config_cluster (module) config_dmbrl (module) config_exists() (aconityAPIfiles.AconitySTUDIO_client.AconitySTUDIO_client method) config_has_component() (aconityAPIfiles.AconitySTUDIO_client.AconitySTUDIO_client method)

config_state() (aconityAPIfiles.AconitySTUDIO_client.AconitySTUDIO_client method) config_windows (module) construct_vars() (layers.FC.FC method) Controller (class in controllers.Controller) controllers (module) controllers.Controller (module) controllers.MPC (module) convert_to_string() (aconityAPIfiles.AconitySTUDIO_utils.JobHandler method) copy() (layers.FC.FC method) create() (aconityAPIfiles.AconitySTUDIO_client.AconitySTUDIO_client class method) create_addParts() (aconityAPIfiles.AconitySTUDIO_utils.JobHandler method) create_dmbrl_config() (in module config_dmbrl) create_init_resume_script() (aconityAPIfiles.AconitySTUDIO_utils.JobHandler method) create_init_script() (aconityAPIfiles.AconitySTUDIO_utils.JobHandler method) create_laser_beam_sources() (aconityAPIfiles.AconitySTUDIO_utils.JobHandler method) create_prediction_tensors() (models.BNN.BNN method) create_preStartParams() (aconityAPIfiles.AconitySTUDIO_utils.JobHandler method) create_preStartSelection() (aconityAPIfiles.AconitySTUDIO_utils.JobHandler method) customTime() (in module aconityAPIfiles.AconitySTUDIO_utils)

D

download_chunkwise() (aconityAPIfiles.AconitySTUDIO_client.AconitySTUDIO_client method)

dump_logs() (controllers.Controller.Controller method) (controllers.MPC.MPC method)

E

enable_pymongo_database() (aconityAPIfiles.AconitySTUDIO_client.AconitySTUDIO_client method)

execute() (aconityAPIfiles.AconitySTUDIO_client.AconitySTUDIO_client method)

F

FC (class in layers.FC) filter_out_keys() (in module aconityAPIfiles.AconitySTUDIO_utils) finalize() (models.BNN.BNN method)

fit() (utils.ModelScaler.ModelScaler method) (utils.TensorStandardScaler.TensorStandardScaler method) (utils.TensorStandardScaler.TensorStandardScaler1D method) fix_ws_msg() (in module aconityAPIfiles.AconitySTUDIO_utils)

G

get() (aconityAPIfiles.AconitySTUDIO_client.AconitySTUDIO_client method) get_activation() (layers.FC.FC method) get_adress() (in module aconityAPIfiles.AconitySTUDIO_utils) get_config_id() (aconityAPIfiles.AconitySTUDIO_client.AconitySTUDIO_client method) get_decays() (layers.FC.FC method) get_ensemble_size() (layers.FC.FC method) get_input_dim() (layers.FC.FC method) get_job_id() (aconityAPIfiles.AconitySTUDIO_client.AconitySTUDIO_client method) get_lasers() (aconityAPIfiles.AconitySTUDIO_client.AconitySTUDIO_client method) (aconityAPIfiles.AconitySTUDIO_utils.JobHandler method) get_lasers_off_cmds() (aconityAPIfiles.AconitySTUDIO_client.AconitySTUDIO_client method) get_last_built_layer() (aconityAPIfiles.AconitySTUDIO_client.AconitySTUDIO_client method) get_machine_id() (aconityAPIfiles.AconitySTUDIO_client.AconitySTUDIO_client method) get_mapping_parts_to_index() (aconityAPIfiles.AconitySTUDIO_utils.JobHandler method) get_output_dim() (layers.FC.FC method)

get_required_argument() (in module misc.DotmapUtils) get_session_id() (aconityAPIfiles.AconitySTUDIO_client.AconitySTUDIO_client method) get_time_string() (in module aconityAPIfiles.AconitySTUDIO_utils) get_vars() (layers.FC.FC method) (utils.ModelScaler.ModelScaler method) (utils.TensorStandardScaler.TensorStandardScaler method) get_weight_decay() (layers.FC.FC method) get_workunit_and_channel_id() (aconityAPIfiles.AconitySTUDIO_client.AconitySTUDIO_client method) getActions() (aconity.Aconity method) (machine.Machine method) getExecutionScript() (in module aconity) getFileName() (machine.Machine method) getLoginData() (in module aconity) getStates() (cluster.Cluster method) (machine.Machine method)

I

initAconity() (aconity.Aconity method) initAction() (cluster.Cluster method) initialParameterSettings() (aconity.Aconity method) initProcessing() (machine.Machine method)

inverse_transform() (utils.TensorStandardScaler.TensorStandardScaler method) inverse_transformInput() (utils.ModelScaler.ModelScaler method) inverse_transformOutput() (utils.ModelScaler.ModelScaler method) is_probabilistic (models.BNN.BNN attribute) is_tf_model (models.BNN.BNN attribute)

J

JobHandler (class in aconityAPIfiles.AconitySTUDIO_utils)

L

layers (module) layers.FC (module) load_cache() (utils.TensorStandardScaler.TensorStandardScaler method) loadPickle() (in module models.BNN) log() (cluster.Cluster method) (machine.Machine method)

log_setup() (in module aconityAPIfiles.AconitySTUDIO_utils) loop() (aconity.Aconity method) (cluster.Cluster method) (machine.Machine method)

M

Machine (class in machine) machine (module) misc (module) misc.DotmapUtils (module) misc.optimizers (module) misc.optimizers.cem (module)

misc.optimizers.optimizer (module) misc.optimizers.random (module) models (module) models.BNN (module) ModelScaler (class in utils.ModelScaler) MPC (class in controllers.MPC)

O

obs_cost_fn() (in module config_dmbrl) obs_postproc() (in module config_dmbrl) obs_preproc() (in module config_dmbrl) obtain_solution() (misc.optimizers.cem.CEMOptimizer method) (misc.optimizers.optimizer.Optimizer method) (misc.optimizers.random.RandomOptimizer method) (optimizer.Optimizer method)

Optimizer (class in misc.optimizers.optimizer) (class in optimizer) optimizer (module) optimizers (controllers.MPC.MPC attribute)

P

pause_job() (aconityAPIfiles.AconitySTUDIO_client.AconitySTUDIO_client method) performLayer() (aconity.Aconity method) pieceNumber() (aconity.Aconity method) (machine.Machine method)

pop() (models.BNN.BNN method) post() (aconityAPIfiles.AconitySTUDIO_client.AconitySTUDIO_client method) post_script() (aconityAPIfiles.AconitySTUDIO_client.AconitySTUDIO_client method) predict() (models.BNN.BNN method) put() (aconityAPIfiles.AconitySTUDIO_client.AconitySTUDIO_client method)

R

RandomOptimizer (class in misc.optimizers.random) reset() (controllers.Controller.Controller method) (controllers.MPC.MPC method) (misc.optimizers.cem.CEMOptimizer method) (misc.optimizers.optimizer.Optimizer method) (misc.optimizers.random.RandomOptimizer method) (optimizer.Optimizer method)

restart_config() (aconityAPIfiles.AconitySTUDIO_client.AconitySTUDIO_client method) resume_job() (aconityAPIfiles.AconitySTUDIO_client.AconitySTUDIO_client method) resume_script() (aconityAPIfiles.AconitySTUDIO_client.AconitySTUDIO_client method) returnClusterPretrainedCfg() (in module config_cluster) returnClusterUnfamiliarCfg() (in module config_cluster) returnMachineCfg() (in module config_windows) returnSharedCfg() (in module config_windows)

S

save() (models.BNN.BNN method) save_data_to_pymongo_db() (aconityAPIfiles.AconitySTUDIO_client.AconitySTUDIO_client method) savePickle() (in module models.BNN) sendAction() (cluster.Cluster method) sendStates() (machine.Machine method) sess (models.BNN.BNN attribute) set() (aconityAPIfiles.AconitySTUDIO_utils.JobHandler method) set_activation() (layers.FC.FC method) set_ensemble_size() (layers.FC.FC method) set_input_dim() (layers.FC.FC method) set_output_dim() (layers.FC.FC method)

set_weight_decay() (layers.FC.FC method) setup() (misc.optimizers.cem.CEMOptimizer method) (misc.optimizers.optimizer.Optimizer method) (misc.optimizers.random.RandomOptimizer method) (optimizer.Optimizer method) signalJobStarted() (aconity.Aconity method) start_job() (aconityAPIfiles.AconitySTUDIO_client.AconitySTUDIO_client method) stop_channel() (aconityAPIfiles.AconitySTUDIO_client.AconitySTUDIO_client method) stop_job() (aconityAPIfiles.AconitySTUDIO_client.AconitySTUDIO_client method) subscribe_report() (aconityAPIfiles.AconitySTUDIO_client.AconitySTUDIO_client method) subscribe_topic() (aconityAPIfiles.AconitySTUDIO_client.AconitySTUDIO_client method)

T

targ_proc() (in module config_dmbrl) TensorStandardScaler (class in utils.TensorStandardScaler) TensorStandardScaler1D (class in utils.TensorStandardScaler) to_json() (aconityAPIfiles.AconitySTUDIO_utils.JobHandler method) track_layer_number() (in module aconityAPIfiles.AconitySTUDIO_utils)

train() (controllers.Controller.Controller method) (controllers.MPC.MPC method) (models.BNN.BNN method) transform() (utils.TensorStandardScaler.TensorStandardScaler method) transformInput() (utils.ModelScaler.ModelScaler method) transformTarget() (utils.ModelScaler.ModelScaler method)

U

unset_activation() (layers.FC.FC method) unset_weight_decay() (layers.FC.FC method) uploadConfigFiles() (aconity.Aconity method)

utils (module) utils.ModelScaler (module) utils.TensorStandardScaler (module)