Afiq Johari
02/13/2024, 2:30 AMdatajoely
02/13/2024, 9:40 AMmarrrcin
02/13/2024, 11:20 AMkedro run --pipeline=with_extra_nodes
or kedro run --pipeline=without_extra_nodes
etc.Afiq Johari
02/13/2024, 2:42 PMmodel input
, they each need different data transformation before each model can be called.
For example, Model A, Model B, and Model C all need different kinds of changes to the data before they can be trained. One of the reasons is they come from different libraries.
Model A may just need the model_input, and it can straight away use the model_input to start training.
Model B, C however, may require additional data transformation on the model_input before it can start training. And likely, Model B and Model C have different kinds of data transformations specific to them.
But when it comes to what they give us as output, they're all the same since the model_output
will have the same format
So I'm thinking I might need some dynamic pipelines in between the static pipelines.
In the future, if we want to add new models, we'll want them to follow the same rules.
They should all start with the same model_input
and give us the same model_output
.
But they should have the freedom to do some extra transformations with the model_input
before they start training.