update code after rebase with master

Project.toml

@@ -8,6 +8,7 @@ Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f"
 ExtendableSparse = "95c220a8-a1cf-11e9-0c77-dbfce5f500b3"
 GLM = "38e38edf-8417-5370-95a0-9cbb8c7f171a"
 IterativeSolvers = "42fd0dbc-a981-5370-80f2-aaf504508153"
+JuliaFormatter = "98e50ef6-434e-11e9-1051-2b60c6c9e899"
 LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
 QuasiMonteCarlo = "8a4e6c94-4038-4cdc-81c3-7e6ffdb2a71b"
 SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"

docs/pages.jl

@@ -1,40 +1,38 @@
-pages = [
-    "index.md"
-    "Tutorials" => [
-        "Basics" => "tutorials.md",
-        "Radials" => "radials.md",
-        "Kriging" => "kriging.md",
-        "Gaussian Process" =>"abstractgps.md",
-        "Lobachevsky" => "lobachevsky.md",
-        "Linear" => "LinearSurrogate.md",
-        "InverseDistance" => "InverseDistance.md",
-        "RandomForest" => "randomforest.md",
-        "SecondOrderPolynomial" => "secondorderpoly.md",
-        "NeuralSurrogate" => "neural.md",
-        "Wendland" => "wendland.md",
-        "Polynomial Chaos" => "polychaos.md",
-        "Variable Fidelity" => "variablefidelity.md",
-        "Gradient Enhanced Kriging" => "gek.md",
-        "GEKPLS" => "gekpls.md"
-       ]
-    "User guide" => [
-        "Samples" => "samples.md",
-        "Surrogates" => "surrogate.md",
-        "Optimization" => "optimizations.md"
-        ]
-    "Benchmarks" => [
-        "Sphere function" => "sphere_function.md",
-        "Lp norm" => "lp.md",
-        "Rosenbrock" => "rosenbrock.md",
-        "Tensor product" => "tensor_prod.md",
-        "Cantilever beam" => "cantilever.md",
-        "Water Flow function" => "water_flow.md",
-        "Welded beam function" => "welded_beam.md",
-        "Branin function" => "BraninFunction.md",
-        "Ackley function" => "ackley.md",
-        "Gramacy & Lee Function" => "gramacylee.md",
-        "Salustowicz Benchmark" => "Salustowicz.md",
-        "Multi objective optimization" => "multi_objective_opt.md"
-        ]
-    "Contributing" => "contributing.md"
-    ]
+pages = ["index.md"
+         "Tutorials" => [
+             "Basics" => "tutorials.md",
+             "Radials" => "radials.md",
+             "Kriging" => "kriging.md",
+             "Gaussian Process" => "abstractgps.md",
+             "Lobachevsky" => "lobachevsky.md",
+             "Linear" => "LinearSurrogate.md",
+             "InverseDistance" => "InverseDistance.md",
+             "RandomForest" => "randomforest.md",
+             "SecondOrderPolynomial" => "secondorderpoly.md",
+             "NeuralSurrogate" => "neural.md",
+             "Wendland" => "wendland.md",
+             "Polynomial Chaos" => "polychaos.md",
+             "Variable Fidelity" => "variablefidelity.md",
+             "Gradient Enhanced Kriging" => "gek.md",
+             "GEKPLS" => "gekpls.md",
+         ]
+         "User guide" => [
+             "Samples" => "samples.md",
+             "Surrogates" => "surrogate.md",
+             "Optimization" => "optimizations.md",
+         ]
+         "Benchmarks" => [
+             "Sphere function" => "sphere_function.md",
+             "Lp norm" => "lp.md",
+             "Rosenbrock" => "rosenbrock.md",
+             "Tensor product" => "tensor_prod.md",
+             "Cantilever beam" => "cantilever.md",
+             "Water Flow function" => "water_flow.md",
+             "Welded beam function" => "welded_beam.md",
+             "Branin function" => "BraninFunction.md",
+             "Ackley function" => "ackley.md",
+             "Gramacy & Lee Function" => "gramacylee.md",
+             "Salustowicz Benchmark" => "Salustowicz.md",
+             "Multi objective optimization" => "multi_objective_opt.md",
+         ]
+         "Contributing" => "contributing.md"]