Use Random.default_rng() instead of Random.GLOBAL_RNG (#80)

* Use `Random.default_rng()` instead of `Random.GLOBAL_RNG`

* Adjust tolerance of test

* Update Project.toml

Author: devmotion

Project.toml

@@ -1,6 +1,6 @@
 name = "AdvancedMH"
 uuid = "5b7e9947-ddc0-4b3f-9b55-0d8042f74170"
-version = "0.7.3"
+version = "0.7.4"
 
 [deps]
 AbstractMCMC = "80f14c24-f653-4e6a-9b94-39d6b0f70001"

src/proposal.jl

@@ -21,7 +21,7 @@ function RandomWalkProposal{issymmetric}(proposal) where {issymmetric}
 end
 
 # Random draws
-Base.rand(p::Proposal, args...) = rand(Random.GLOBAL_RNG, p, args...)
+Base.rand(p::Proposal, args...) = rand(Random.default_rng(), p, args...)
 Base.rand(rng::Random.AbstractRNG, p::Proposal{<:Distribution}) = rand(rng, p.proposal)
 function Base.rand(rng::Random.AbstractRNG, p::Proposal{<:AbstractArray})
     return map(x -> rand(rng, x), p.proposal)