Fix typos

Author: Closed-Limelike-Curves

src/InternalHelpers.jl

@@ -1,6 +1,6 @@
 const CHAIN_INDEX_DOC = """
-`chain_index::Vector`: An optional vector of integers specifying which chain each step 
-belongs to. For instance, `chain_index[step]` should return `2` if `log_likelihood[:, step]` 
+`chain_index::Vector`: An optional vector of integers specifying which chain each step
+belongs to. For instance, `chain_index[step]` should return `2` if `log_likelihood[:, step]`
 belongs to the second chain.
 """
 
@@ -9,14 +9,14 @@ const DATA_ARG = """
 """
 
 const LIKELIHOOD_FUNCTION_ARG = """
-`ll_fun::Function`: A function taking a single data point and returning the log-likelihood 
+`ll_fun::Function`: A function taking a single data point and returning the log-likelihood
 of that point. This function must take the form `f(θ[1], ..., θ[n], data)`, where `θ` is the
 parameter vector. See also the `splat` keyword argument.
 """
 
 const R_EFF_DOC = """
-`r_eff::AbstractVector`: An (optional) vector of relative effective sample sizes used 
-in ESS calculations. If left empty, calculated automatically using the FFTESS method 
+`r_eff::AbstractVector`: An (optional) vector of relative effective sample sizes used
+in ESS calculations. If left empty, calculated automatically using the FFTESS method
 from InferenceDiagnostics.jl. See `relative_eff` to calculate these values.
 """
 

src/ParetoSmooth.jl

@@ -4,18 +4,11 @@ using DocStringExtensions
 
 function __init__()
 
-    chains_loaded = false
-
-    @require Turing = "fce5fe82-541a-59a6-adf8-730c64b5f9a0" begin
+    @require MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d" begin 
         include("MCMCChainsHelpers.jl")
-        include("TuringHelpers.jl")
-        chains_loaded = true
-    end 
-
-    if !chains_loaded 
-        @require MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d" begin 
-            include("MCMCChainsHelpers.jl")
-        end
+        @require Turing = "fce5fe82-541a-59a6-adf8-730c64b5f9a0" begin
+            include("TuringHelpers.jl")
+        end 
     end
 
 end

src/PublicHelpers.jl

@@ -22,7 +22,7 @@ Compute the pointwise log likelihoods.
     indicate the parameter; and the third should indicate the chain. 
   - $DATA_ARG
   - `splat`: If `true` (default), `f` must be a function of `n` different parameters. 
-  Otherwise, `f` is assumed to be a function of a single parameter vector.
+    Otherwise, `f` is assumed to be a function of a single parameter vector.
   - $CHAIN_INDEX_DOC
 
 # Returns