Format .jl files

Author: prbzrg

src/exts/mlj_ext/core.jl

@@ -74,7 +74,7 @@ function get_logp̂x(
     st::NamedTuple,
 ) where {T <: AbstractFloat, INPLACE}
     @warn "to compute by vectors, data should be a vector." maxlog = 1
-    broadcast(
+    return broadcast(
         function (x::AbstractVector{<:Real}, y::AbstractVector{<:Real})
             return first(inference(icnf, TestMode(), x, y, ps, st))
         end,

src/exts/mlj_ext/core_cond_icnf.jl

@@ -20,7 +20,7 @@ function CondICNFModel(;
             Optimisers.WeightDecay(; lambda = convert(eltype(icnf), 1.0e-2)),
             Optimisers.Adam(;
                 eta = convert(eltype(icnf), 1.0e-3),
-                beta = (convert(eltype(icnf), 9e-1), convert(eltype(icnf), 9.99e-1)),
+                beta = (convert(eltype(icnf), 9.0e-1), convert(eltype(icnf), 9.99e-1)),
                 epsilon = eps(eltype(icnf)),
             ),
         ),

src/exts/mlj_ext/core_icnf.jl

@@ -20,7 +20,7 @@ function ICNFModel(;
             Optimisers.WeightDecay(; lambda = convert(eltype(icnf), 1.0e-2)),
             Optimisers.Adam(;
                 eta = convert(eltype(icnf), 1.0e-3),
-                beta = (convert(eltype(icnf), 9e-1), convert(eltype(icnf), 9.99e-1)),
+                beta = (convert(eltype(icnf), 9.0e-1), convert(eltype(icnf), 9.99e-1)),
                 epsilon = eps(eltype(icnf)),
             ),
         ),

test/ci_tests/smoke_tests.jl

@@ -124,6 +124,7 @@ Test.@testset verbose = true showtiming = true failfast = false "Smoke Tests" be
 
         Test.@testset verbose = true showtiming = true failfast = false "$adtype on loss" for adtype in
                                                                                               adtypes
+
             Test.@test !isnothing(DifferentiationInterface.gradient(diff_loss, adtype, ps))
             Test.@test !isnothing(DifferentiationInterface.gradient(diff2_loss, adtype, r))
 

test/ci_tests/speed_tests.jl

@@ -1,6 +1,7 @@
 Test.@testset verbose = true showtiming = true failfast = false "Speed Tests" begin
     Test.@testset verbose = true showtiming = true failfast = false "$compute_mode" for compute_mode in
                                                                                         compute_modes
+
         @show compute_mode
 
         ndata = 2^10

test/runtests.jl

@@ -42,7 +42,7 @@ devices = MLDataDevices.AbstractDevice[MLDataDevices.cpu_device()]
 adtypes = ADTypes.AbstractADType[]
 compute_modes = ContinuousNormalizingFlows.ComputeMode[]
 if VIA_ZYGOTE
-    adtypes = append!(adtypes, ADTypes.AbstractADType[ADTypes.AutoZygote(),])
+    adtypes = append!(adtypes, ADTypes.AbstractADType[ADTypes.AutoZygote()])
     compute_modes = append!(
         compute_modes,
         ContinuousNormalizingFlows.ComputeMode[
@@ -53,7 +53,7 @@ if VIA_ZYGOTE
     )
 end
 if VIA_FORWARDDIFF
-    adtypes = append!(adtypes, ADTypes.AbstractADType[ADTypes.AutoForwardDiff(),])
+    adtypes = append!(adtypes, ADTypes.AbstractADType[ADTypes.AutoForwardDiff()])
     compute_modes = append!(
         compute_modes,
         ContinuousNormalizingFlows.ComputeMode[