Radial Flow¶

Implementation of Radial Flows (RadialFlow) proposed in (https://arxiv.org/abs/1505.05770)

class pythae.models.normalizing_flows.RadialFlowConfig(input_dim=None)[source]¶

This is the RadialFlow model configuration instance.

Parameters: input_dim (tuple) – The input data dimension. Default: None.

class pythae.models.normalizing_flows.RadialFlow(model_config)[source]¶

Radial Flow model.

Parameters: model_config (RadialFlowConfig) – The RadialFlow model configuration setting the main parameters of the model.

forward(x, **kwargs)[source]¶

The input data is transformed toward the prior