tfp.vi.pearson

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The Pearson Csiszar-function in log-space.

A Csiszar-function is a member of,

F = { f:R_+ to R : f convex }.

The Pearson Csiszar-function is:

f(u) = (u - 1)**2

logu float-like Tensor representing log(u) from above.
name Python str name prefixed to Ops created by this function.

pearson_of_u float-like Tensor of the Csiszar-function evaluated at u = exp(logu).