Failing CRRao Tests

[ShouvikGhosh2048]

The CRRao Tests are failing due to a ADGradient error.

A similar error occurs in this program:

using Turing, StableRNGs

@model function example(x)
    m ~ Normal(0, 1)
    x ~ Normal(m, sqrt(1))
end

res = sample(StableRNG(123), example(1), NUTS(), 10)

This issue might be related to this issue.

[ayushpatnaikgit]

Seems to be working on Turing v0.26.0, which version are you using?

[ShouvikGhosh2048]

I was using v0.23.3. That might have been the issue. CRRao also currently uses v0.23.3 which might be causing it's tests to fail.

[ayushpatnaikgit]

Okay, I've removed the old version of Turing in this PR.
#121

Let's wait for the CI to complete.

[ayushpatnaikgit]

These two logistic regression tests are failing

(prior, link) = (Prior_HorseShoe(), Logit(CRRao.Logit_Link))
(prior, link) = (Prior_HorseShoe(), Probit(CRRao.Probit_Link))

For Negative binomial, we get an error outside the test:
zero(p) < p <= one(p)

These are the only two errors.

[sourish-cmi]

It is being fixed and new release 0.1.1 is being done