Merge pull request #1096 from ParamThakkar123/BayesianInference

Bayesian inference

Author: ChrisRackauckas

benchmarks/BayesianInference/Project.toml

@@ -17,14 +17,14 @@ Turing = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
 [compat]
 BenchmarkTools = "1.0"
 DiffEqBayes = "3.0.1"
-DiffEqCallbacks = "2"
+DiffEqCallbacks = "4.0.0"
 Distributions = "0.25"
 DynamicHMC = "3.1"
 OrdinaryDiffEq = "6"
 ParameterizedFunctions = "5.3"
 Plots = "1.4"
-RecursiveArrayTools = "2.5"
+RecursiveArrayTools = "3.27.0"
 SciMLBenchmarks = "0.1"
 StanSample = "7"
 StaticArrays = "1"
-Turing = "0.28, 0.30"
+Turing = "0.34.1"

benchmarks/DynamicalODE/Project.toml

@@ -24,4 +24,4 @@ PyPlot = "2.11.5"
 SciMLBenchmarks = "0.1.3"
 StaticArrays = "1.9.7"
 Statistics = "1.11.1"
-TaylorIntegration = "0.16.1"
+TaylorIntegration = "0.16.1"