From dedf1aacb9138b5bbd8d7ce9c6de498c2a0776ab Mon Sep 17 00:00:00 2001
From: Sathvik Bhagavan <sathvik.bhagavan@juliahub.com>
Date: Tue, 23 Jan 2024 10:50:37 +0530
Subject: [PATCH] refactor: remove duplicated methods as it causes methods
 overwrite

---
 src/advancedHMC_MCMC.jl | 21 ---------------------
 1 file changed, 21 deletions(-)

diff --git a/src/advancedHMC_MCMC.jl b/src/advancedHMC_MCMC.jl
index 1a2c47de0d..1efbadd4bd 100644
--- a/src/advancedHMC_MCMC.jl
+++ b/src/advancedHMC_MCMC.jl
@@ -351,27 +351,6 @@ function kernelchoice(Kernel, MCMCkwargs)
     end
 end
 
-function integratorchoice(Integratorkwargs, initial_ϵ)
-    Integrator = Integratorkwargs[:Integrator]
-    if Integrator == JitteredLeapfrog
-        jitter_rate = Integratorkwargs[:jitter_rate]
-        Integrator(initial_ϵ, jitter_rate)
-    elseif Integrator == TemperedLeapfrog
-        tempering_rate = Integratorkwargs[:tempering_rate]
-        Integrator(initial_ϵ, tempering_rate)
-    else
-        Integrator(initial_ϵ)
-    end
-end
-
-function adaptorchoice(Adaptor, mma, ssa)
-    if Adaptor != AdvancedHMC.NoAdaptation()
-        Adaptor(mma, ssa)
-    else
-        AdvancedHMC.NoAdaptation()
-    end
-end
-
 """
 ```julia
 ahmc_bayesian_pinn_ode(prob, chain; strategy = GridTraining,