Functionality
With the LearningMethod
interface implemented, you can use some utilities included in DLPipelines.jl:
-
methoddataset
: Transform a data container of inputs and targets to one of \(x\)s and \(y\)s. -
methoddataloaders
: Create a pair of training and validation data iterators that can be used directly in training loops. Uses DataLoaders.jl -
checkmethod
: Check interface conformance of amethod
implementation. -
predict
,predictbatch
: Use a model to predict a target from an input (or batches of each)You may also use
checkmethod_core
andcheckmethod_interpretation
to check the interfaces separately.