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enhancementNew feature or requestNew feature or request
Description
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
def _simulate_linear_sem(W, n, sem_type, noise_scale): | |
""" | |
Simulate samples from linear SEM with specified type(s) of noise. |
and
trustworthyAI/gcastle/castle/datasets/simulator.py
Lines 381 to 383 in ff135c7
def _simulate_nonlinear_sem(W, n, sem_type, noise_scale): | |
""" | |
Simulate samples from nonlinear SEM. |
A difference would be the quadratic case which would be needed to handle somehow.
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enhancementNew feature or requestNew feature or request