CompatHelper: bump compat for Turing to 0.30, (keep existing compat) (#99)

* CompatHelper: bump compat for Turing to 0.30, (keep existing compat)

* fix: adbackends with Turing 0.30

---------

Co-authored-by: CompatHelper Julia <[email protected]>
Co-authored-by: Jose Storopoli <[email protected]>

Author: 3 people

Project.toml

@@ -29,5 +29,5 @@ StatsBase = "0.33, 0.34"
 StatsModels = "0.6.28, 0.7"
 TableOperations = "1.2"
 Tables = "1.6"
-Turing = "0.20 - 0.27, 0.28, 0.29"
+Turing = "0.20 - 0.27, 0.28, 0.29, 0.30"
 julia = "1"

test/ad_backends.jl

@@ -5,30 +5,24 @@
     m = turing_model(f, cheese)
     # only running 2 samples to test if the different ADs runs
     @timed_testset "ForwardDiff" begin
-        Turing.setadbackend(:forwarddiff)
-        chn = sample(m, NUTS(), 2)
+        chn = sample(m, NUTS(; adtype=AutoForwardDiff(; chunksize=8)), 2)
         @test chn isa Chains
     end
     # TODO: fix Tracker tests
     # @timed_testset "Tracker" begin
     #     using Tracker
-    #     Turing.setadbackend(:tracker)
-    #     chn = sample(m, NUTS(), 2)
+    #     chn = sample(m, NUTS(; adtype=AutoTracker()), 2)
     #     @test chn isa Chains
     # end
     # TODO: fix Zygote tests
     # @timed_testset "Zygote" begin
     #     using Zygote
-    #     Turing.setadbackend(:zygote)
-    #     chn = sample(m, NUTS(), 2)
+    #     chn = sample(m, NUTS(; adtype=AutoZygote()), 2)
     #     @test chn isa Chains
     # end
     @timed_testset "ReverseDiff" begin
         using ReverseDiff
-        Turing.setadbackend(:reversediff)
-        chn = sample(m, NUTS(), 2)
+        chn = sample(m, NUTS(; adtype=AutoReverseDiff(; compile=true)), 2)
         @test chn isa Chains
     end
-    # go back to defaults
-    Turing.setadbackend(:forwarddiff)
 end