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The IIDSimulator already supports multiple sem types for the linear case for a single simulated dataset. This could be added to the nonlinear case as well.
The IIDSimulator already supports multiple sem types for the linear case for a single simulated dataset. This could be added to the nonlinear case as well.
Refer to
trustworthyAI/gcastle/castle/datasets/simulator.py
Lines 273 to 275 in ff135c7
and
trustworthyAI/gcastle/castle/datasets/simulator.py
Lines 381 to 383 in ff135c7
A difference would be the quadratic case which would be needed to handle somehow.
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