m3resp.synthetic.SyntheticGeneratorConfig#

class m3resp.synthetic.SyntheticGeneratorConfig(duration_seconds=60.0, seed=42, output_dir='data/source', basename='synthetic', timestamp_output_dir=True, generate_eit=True, generate_emg=True, generate_ventilator=True, write_native_outputs=False, respiratory=<factory>, eit=<factory>, emg=<factory>, ventilator=<factory>, eit_waveform=<factory>, lung_template=<factory>, medibus=<factory>, events=<factory>, export=<factory>)[source]#

Top-level configuration for a synthetic multimodal dataset.

Attributes

`basename`
`duration_seconds`
`generate_eit`
`generate_emg`
`generate_ventilator`
`output_dir`
`seed`
`timestamp_output_dir`
`write_native_outputs`
`respiratory`
`eit`
`emg`
`ventilator`
`eit_waveform`
`lung_template`
`medibus`
`events`
`export`

Parameters:

duration_seconds (float)
seed (int)
output_dir (str)
basename (str)
timestamp_output_dir (bool)
generate_eit (bool)
generate_emg (bool)
generate_ventilator (bool)
write_native_outputs (bool)
respiratory (RespiratoryPatternConfig)
eit (EITGeneratorConfig)
emg (EMGGeneratorConfig)
ventilator (VentilatorGeneratorConfig)
eit_waveform (EITWaveformConfig)
lung_template (LungTemplateConfig)
medibus (MedibusConfig)
events (EventSeriesConfig)
export (ExportConfig)

basename: str = 'synthetic'#

duration_seconds: float = 60.0#

eit: EITGeneratorConfig#

eit_waveform: EITWaveformConfig#

emg: EMGGeneratorConfig#

events: EventSeriesConfig#

export: ExportConfig#

generate_eit: bool = True#

generate_emg: bool = True#

generate_ventilator: bool = True#

lung_template: LungTemplateConfig#

medibus: MedibusConfig#

output_dir: str = 'data/source'#

respiratory: RespiratoryPatternConfig#

seed: int = 42#

timestamp_output_dir: bool = True#

ventilator: VentilatorGeneratorConfig#

write_native_outputs: bool = False#