rockfish.actions.tab_gan

`rockfish.actions.tab_gan`

Configuration class for the TrainTabGAN action.

Attributes:

Name	Type	Description
`tabular_gan`	`TrainConfig`	Tabular GAN configuration.
`encoder`	`DatasetConfig`	Dataset configuration.
`model_labels`	`LabelDict`	Additional labels to add to the Model.

Training configuration.

Attributes:

Name	Type	Description
`batch_size`	`int`	Number of data samples to process in each step. This value must be even, and it must be divisible by the `pac` parameter.
`epochs`	`int`	Number of training epochs.
`pac`	`int`	Number of samples to group together when applying the discriminator.
`min_max`	`Optional[bool]`	This parameter is no longer in effect. Please set `clip_in_range` in the generation config instead.

Configuration class for the GenerateTabGAN action.

Attributes:

Name	Type	Description
`tabular_gan`	`GenerateConfig`	Tabular GAN configuration.

Generate configuration.

Attributes:

Name	Type	Description
`records`	`Optional[int]`	Number of records to generate.
`clip_in_range`	`bool`	Whether to clip generated continuous values to be within the range of the training data.