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gnobitab / CertifiedMonotonicNetwork

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Tried replicating COMPAS dataset experiments. Unable to do so. #2

Closed tarunhike closed 1 year ago

tarunhike commented 1 year ago

With the value of lambda 1e4 given in the code for COMPAS dataset experiments, the neural network is not getting certified as Monotonic. I tried a range of values also till 1e6 and still the neural network is certified as non-monotonic. Can anyone help me out?

gnobitab commented 1 year ago

I just updated the repository with a fixed random seed. The code should be able to reproduce a certified monotonic network now.