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brainets / hoi

Higher-Order Interactions
https://brainets.github.io/hoi/
BSD 3-Clause "New" or "Revised" License
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Tutorial for core metrics (ent. & MI) #34

Closed thomasrobiglio closed 7 months ago

thomasrobiglio commented 7 months ago

Related to #32. Created a simple tutorial showcasing how to use the core functions to compute the entropy and the mutual information.

I compute the entropy of a Gaussian variable with 'gcmi' and explicitly and show that the two values are equal.

I compute the MI between a Gaussian variable and a uniform random variable and show that their mutual information is zero.

EtienneCmb commented 7 months ago

Great, thank you @thomasrobiglio, great example. See you soon ++