Index

_

__init__() (whobpyt.datatypes.outputs.TrainingStats method) (whobpyt.datatypes.parameter.Parameter method) (whobpyt.datatypes.timeseries.Timeseries method) (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method) (whobpyt.optimization.CostsFC method) (whobpyt.optimization.CostsFixedFC method) (whobpyt.optimization.CostsFixedPSD method) (whobpyt.optimization.CostsMean method) (whobpyt.optimization.CostsPSD method) (whobpyt.optimization.CostsTS method) (whobpyt.run.model_fitting.ModelFitting method)

A

add_module() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method) appendLF() (whobpyt.datatypes.outputs.TrainingStats method) appendLoss() (whobpyt.datatypes.outputs.TrainingStats method) appendParam() (whobpyt.datatypes.outputs.TrainingStats method)

appendSC() (whobpyt.datatypes.outputs.TrainingStats method) appendSC_p2e() (whobpyt.datatypes.outputs.TrainingStats method) appendSC_p2i() (whobpyt.datatypes.outputs.TrainingStats method) appendSC_p2p() (whobpyt.datatypes.outputs.TrainingStats method) apply() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method)

B

bfloat16() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method)

buffers() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method)

C

calcPSD() (whobpyt.optimization.CostsFixedPSD method) (whobpyt.optimization.CostsPSD method) call_super_init (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel attribute) children() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method) compile() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method) CostsFC (class in whobpyt.optimization) CostsFixedFC (class in whobpyt.optimization)

CostsFixedPSD (class in whobpyt.optimization) CostsMean (class in whobpyt.optimization) CostsPSD (class in whobpyt.optimization) CostsTS (class in whobpyt.optimization) cpu() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method) createDelayIC() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method) createIC() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method) cuda() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method)

D

double() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method)

downSmoothPSD() (whobpyt.optimization.CostsPSD method) dump_patches (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel attribute)

E

eval() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method)

evaluate() (whobpyt.run.model_fitting.ModelFitting method) extra_repr() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method)

F

float() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method)

forward() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method)

G

get_buffer() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method) get_extra_state() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method)

get_parameter() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method) get_submodule() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method)

H

half() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method)

I

info() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method)

ipu() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method)

J

JansenRitModel (class in whobpyt.models.jansen_rit.jansen_rit)

L

length() (whobpyt.datatypes.timeseries.Timeseries method) load_state_dict() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method) loss() (whobpyt.optimization.CostsFixedFC method) (whobpyt.optimization.CostsFixedPSD method) (whobpyt.optimization.CostsMean method) (whobpyt.optimization.CostsPSD method)

M

main_loss() (whobpyt.optimization.CostsFC method) (whobpyt.optimization.CostsFixedFC method) (whobpyt.optimization.CostsFixedPSD method) (whobpyt.optimization.CostsMean method) (whobpyt.optimization.CostsPSD method) (whobpyt.optimization.CostsTS method)

ModelFitting (class in whobpyt.run.model_fitting) modules() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method) mtia() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method)

N

named_buffers() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method) named_children() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method) named_modules() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method) named_parameters() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method)

npNodeByTime() (whobpyt.datatypes.timeseries.Timeseries method) npResample() (whobpyt.datatypes.timeseries.Timeseries method) npTimeByNodes() (whobpyt.datatypes.timeseries.Timeseries method) npTS() (whobpyt.datatypes.timeseries.Timeseries method) npValue() (whobpyt.datatypes.parameter.Parameter method)

P

Parameter (class in whobpyt.datatypes.parameter) parameters() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method) plot_fc() (in module whobpyt.visualization) plot_psd() (in module whobpyt.visualization) plot_timeseries() (in module whobpyt.visualization) prior_loss() (whobpyt.optimization.CostsFC method) (whobpyt.optimization.CostsFixedFC method) (whobpyt.optimization.CostsFixedPSD method) (whobpyt.optimization.CostsMean method) (whobpyt.optimization.CostsPSD method) (whobpyt.optimization.CostsTS method)

pyTS() (whobpyt.datatypes.timeseries.Timeseries method)

R

register_backward_hook() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method) register_buffer() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method) register_forward_hook() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method) register_forward_pre_hook() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method) register_full_backward_hook() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method) register_full_backward_pre_hook() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method) register_load_state_dict_post_hook() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method)

register_load_state_dict_pre_hook() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method) register_module() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method) register_parameter() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method) register_state_dict_post_hook() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method) register_state_dict_pre_hook() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method) requires_grad_() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method) reset() (whobpyt.datatypes.outputs.TrainingStats method)

S

save() (whobpyt.datatypes.outputs.TrainingStats method) (whobpyt.run.model_fitting.ModelFitting method) scalePSD() (whobpyt.optimization.CostsPSD method) set_extra_state() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method) set_submodule() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method)

setModelParameters() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method) setModelSCParameters() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method) share_memory() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method) simulate() (whobpyt.run.model_fitting.ModelFitting method) state_dict() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method)

T

T_destination (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel attribute) Timeseries (class in whobpyt.datatypes.timeseries) to() (whobpyt.datatypes.parameter.Parameter method) (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method) to_empty() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method)

train() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method) (whobpyt.run.model_fitting.ModelFitting method) training (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel attribute) TrainingStats (class in whobpyt.datatypes.outputs) type() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method)

V

value() (whobpyt.datatypes.parameter.Parameter method)

W

windowedTensor() (whobpyt.datatypes.timeseries.Timeseries method)

X

xpu() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method)

Z

zero_grad() (whobpyt.models.jansen_rit.jansen_rit.JansenRitModel method)