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Generates random DAGs with random causal mechanisms: random NNs for nonlinear relationships, additive and non-additive noise models, Gaussian mixture distributions, and per-node output transforms (clipping, discretisation). Signed-off-by: Patrick Bloebaum <bloebp@amazon.com>
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Looks good! will be a useful functionality
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Generates random DAGs with random causal mechanisms: random NNs for nonlinear relationships, additive and non-additive noise models, Gaussian mixture distributions, and per-node output transforms (clipping, discretisation).