setup

			setup(Block, data)

Create an instance of block type Block from data container data.

Examples

			
			
			
			

			setup
			(

	
			Label
			,
			 
			
			[
			
			"
			cat
			"
			,
			 
			
			"
			dog
			"
			,
			 
			
			"
			cat
			"
			]
			)
			 
			==
			 
			

	
			Label
			(
			
			[
			
			"
			cat
			"
			,
			 
			
			"
			dog
			"
			]
			)

			setup(Encoding, block, data; kwargs...)

Create an encoding using statistics derived from a data container data with observations of block block. Used when some arguments of the encoding are dependent on the dataset. data should be the training dataset. Additional kwargs are passed through to the regular constructor of Encoding.

Examples

			
			
			
			
			
			(
			images
			,
			 
			labels
			)
			,
			 
			blocks
			 
			=
			 
			
			loaddataset
			(
			
			"
			imagenette2-160
			"
			,
			 
			
			(

	
			Image
			,
			 

	
			Label
			)
			)
			

			

			setup
			(
			
			FastVision
			.
			

	
			ImagePreprocessing
			,
			 
			
			
			
			FastVision
			.
			

	
			Image
			{
			2
			}
			(
			)
			,
			 
			images
			
			;
			 
			
			buffered
			 
			=
			 
			false
			)

			
			
			
			
			data
			,
			 
			block
			 
			=
			 
			
			loaddataset
			(
			
			"
			adult_sample
			"
			,
			 

	
			TableRow
			)
			

			

			setup
			(
			
			FastTabular
			.
			

	
			TabularPreprocessing
			,
			 
			block
			,
			 
			data
			)