qualia_plugin_som.typing module

class qualia_plugin_som.typing.DSOMLayerParamsConfigDict[source]

Bases: TypedDict

learning_rate: float

elasticity: float

class qualia_plugin_som.typing.KSOMLayerParamsConfigDict[source]

Bases: TypedDict

learning_rate: list[float]

neighbourhood_width: list[float]

class qualia_plugin_som.typing.SOMLayerConfigDict[source]

Bases: TypedDict

kind: str

params: DSOMLayerParamsConfigDict | KSOMLayerParamsConfigDict

class qualia_plugin_som.typing.SOMModelParamsConfigDict[source]

Bases: ModelParamsConfigDict

som_layer: SOMLayerConfigDict

neurons: list[int]

label_sigma: float

input_shape: list[int] | tuple[int, ...]

output_shape: list[int] | tuple[int, ...]

quant_params: NotRequired[QuantizationConfigDict]

class qualia_plugin_som.typing.SOMModelConfigDict[source]

Bases: ModelConfigDict

params: SOMModelParamsConfigDict

epochs: NotRequired[int]

batch_size: NotRequired[int]

load: NotRequired[bool]

train: NotRequired[bool]

evaluate: NotRequired[bool]

optimizer: NotRequired[OptimizerConfigDict]

kind: str

name: str

disabled: NotRequired[bool]