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What should the Task do?
my vision of working with Task object is something like:
assume that we have some data for supervised learning: X, y. X and y can be any reasonable type (X is Matrix, DataFrame, ...; y is some subtype of AbstractVector).
What should the Task do?
my vision of working with
Task
object is something like:assume that we have some data for supervised learning: X, y. X and y can be any reasonable type (X is Matrix, DataFrame, ...; y is some subtype of AbstractVector).
task = Task(data = X, target = y, goal = SomeGoal(optional args) )
where SomeGoal is something from (for example):
Based on the type of the task, the output for X_and_y should be appropriate (Continuous, discrete, ...)
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