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Equation-to-graph #1106

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bloebp merged 1 commit into py-why:main from bhatt-priyadutt:equation-to-graph-4

Dec 6, 2023

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bhatt-priyadutt commented Dec 6, 2023

This feature will enable user to write custom equations for each and node and get a causal model back with causal mechanisms assigned.
The Usage is mainly targeted for when the function/relationship model between nodes is known and allows user to specify it in a equation form as demonstrated below -

X = empirical()
Y = 12*exp(X) + halfnorm()
Z = 3*Y + empirical()

List of Supported functions for specifying parent-child relationships - here
List of Supported functions for specifying noise models here


equation to graph implementation with test cases added.

e6b2a72

Signed-off-by: priyadutt <[email protected]>

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bloebp left a comment

Looks good know, thanks a lot!

bloebp merged commit 6038f4d into py-why:main

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