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MAINT: add reparameterize to gp and fix mvnormal #269

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@tirthasheshpatel tirthasheshpatel commented May 29, 2020

I changed MvNormal to use cholesky component of full covariance matrix in #235 but #252 introduced MvNormalCholesky which is more appropriate to use instead.

Also, parameters like covariance_matrix are very explicit by name and shorthand name like cov is more convenient and obvious enough. I have tried to address it in this pr but if there is a reason behind such names, I will revert those changes.

I have also started fixing docs of MvNormal and MvNormalCholesky and stuff in the gp module.

@tirthasheshpatel tirthasheshpatel changed the title MAINT: add reparametarize to gp and fix mvnormal MAINT: add reparameterize to gp and fix mvnormal May 29, 2020
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Closed in favour of #296

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