Fix VSCode problems

theogf · Oct 28, 2020 · adb4870 · adb4870
1 parent c63fdb4
commit adb4870
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Showing 5 changed files with 5 additions and 5 deletions.
diff --git a/src/inference/MCVI.jl b/src/inference/MCVI.jl
@@ -151,7 +151,7 @@ end
 function grad_expectations!(
     m::AbstractGP{T,L,<:MCIntegrationVI{T,N}},
 ) where {T,L,N}
-    raw_samples = randn(inference(m).nMC, nLatent(m))
+    raw_samples = randn(T, inference(m).nMC, nLatent(m))
     samples = similar(raw_samples)
     μ = mean_f(m)
     σ² = var_f(m)

diff --git a/src/likelihood/heteroscedastic.jl b/src/likelihood/heteroscedastic.jl
@@ -44,7 +44,7 @@ function pdf(l::HeteroscedasticLikelihood, y::Real, f::AbstractVector)
 end
 
 function logpdf(l::HeteroscedasticLikelihood, y::Real, f::AbstractVector)
-    logpdf(Normal(y, inv(sqrt(l.λ * logistic(f[2])))), f[1])
+    Distributions.logpdf(Normal(y, inv(sqrt(l.λ * logistic(f[2])))), f[1])
 end
 
 function Base.show(io::IO, model::HeteroscedasticLikelihood{T}) where {T}

diff --git a/src/mean/affinemean.jl b/src/mean/affinemean.jl
@@ -22,7 +22,7 @@ end
 
 function AffineMean(dims::Int; opt = ADAM(0.01))
     AffineMean{Float64,Vector{Float64},typeof(opt)}(
-        randn(dims),
+        randn(Float64, dims),
         [0.0],
         dims,
         opt,

diff --git a/src/models/MOSVGP.jl b/src/models/MOSVGP.jl
@@ -147,7 +147,7 @@ function MOSVGP(
 
     A = [
         [
-            randn(nLatent) |> x -> x / sqrt(sum(abs2, x))
+            randn(T, nLatent) |> x -> x / sqrt(sum(abs2, x))
             for i = 1:nf_per_task[j]
         ] for j = 1:nTask
     ]

diff --git a/src/models/MOVGP.jl b/src/models/MOVGP.jl
@@ -133,7 +133,7 @@ function MOVGP(
 
     A = [
         [
-            randn(nLatent) |> x -> x / sqrt(sum(abs2, x))
+            randn(T, nLatent) |> x -> x / sqrt(sum(abs2, x))
             for i = 1:nf_per_task[j]
         ] for j = 1:nTask
     ]