gaussian-dag

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wadayama / symbolic-dag

Symbolic conditional mutual information, simplification, and Wirtinger differentiation for linear Gaussian DAGs — the symbolic sibling of cmi-dag.

information-theory symbolic-computation conditional-mutual-information mimo gaussian-dag wirtinger-calculus

Updated Jun 16, 2026
Python

wadayama / fading-dag

Star

Fading-channel mutual information and SGD optimization for linear Gaussian DAGs, extending cmi-dag with mini-batched Monte Carlo over channel-matrix realizations.

monte-carlo pytorch mutual-information mimo fading-channels gaussian-dag

Updated Jun 29, 2026
Python

wadayama / gaussian-dag

Star

Linear Gaussian DAG mutual information optimization via K-recursion

information-theory automatic-differentiation pytorch mutual-information mimo gaussian-dag

Updated Jun 29, 2026
Python

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