Update README.md

Author: yebai

README.md

@@ -141,7 +141,7 @@ samples = AbstractMCMC.sample(
       sampler,
       n_adapts + n_samples;
       nadapts = n_adapts,
-      init_params = initial_θ,
+      initial_params = initial_θ,
   )
 ```
 

test/abstractmcmc.jl

@@ -27,7 +27,7 @@ using Statistics: mean
         nuts,
         n_adapts + n_samples;
         n_adapts = n_adapts,
-        init_params = θ_init,
+        initial_params = θ_init,
         progress = false,
         verbose = false,
     )
@@ -50,7 +50,7 @@ using Statistics: mean
         hmc,
         n_adapts + n_samples;
         n_adapts = n_adapts,
-        init_params = θ_init,
+        initial_params = θ_init,
         progress = false,
         verbose = false,
     )
@@ -73,7 +73,7 @@ using Statistics: mean
         custom,
         n_adapts + n_samples;
         n_adapts = 0,
-        init_params = θ_init,
+        initial_params = θ_init,
         progress = false,
         verbose = false,
     )
@@ -99,7 +99,7 @@ using Statistics: mean
         custom,
         10;
         n_adapts = 0,
-        init_params = θ_init,
+        initial_params = θ_init,
         progress = false,
         verbose = false,
     )
@@ -109,7 +109,7 @@ using Statistics: mean
         custom,
         10;
         n_adapts = 0,
-        init_params = θ_init,
+        initial_params = θ_init,
         progress = false,
         verbose = false,
     )

test/mcmcchains.jl

@@ -24,7 +24,7 @@ using Statistics: mean
         sampler,
         n_adapts + n_samples;
         nadapts = n_adapts,
-        init_params = θ_init,
+        initial_params = θ_init,
         chain_type = Chains,
         progress = false,
         bijector = invlink_gdemo,