Fix plots in Shapley tutorial (#161)

* Fix plots in Shapley tutorial

* Drop support for older versions of CairoMakie in docs

* Fix axis limits

* Add missing comma

Author: devmotion

docs/Project.toml

@@ -15,7 +15,7 @@ StableRNGs = "860ef19b-820b-49d6-a774-d7a799459cd3"
 Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
 
 [compat]
-CairoMakie = "0.9, 0.10, 0.11"
+CairoMakie = "0.11"
 Copulas = "0.1"
 Distributions = "0.25"
 Documenter = "1"

docs/src/tutorials/shapley.md

@@ -119,14 +119,18 @@ shapley_effects = gsa(
 ```
 
 ```@example shapley
-fig = Figure(resolution = (600, 400))
-ax = barplot(fig[1, 1], collect(1:54), shapley_effects.shapley_effects, color = :green)
-CairoMakie.ylims!(ax.axis, 0.0, 0.2)
-ax.axis.xticks = (1:54, ["θ$i" for i in 1:54])
-ax.axis.ylabel = "Shapley Indices"
-ax.axis.xlabel = "Parameters"
-ax.axis.xticklabelrotation = 1
-display(fig)
+barplot(
+    1:54, shapley_effects.shapley_effects;
+    color = :green,
+    figure = (; size = (600, 400)),
+    axis = (;
+        xlabel = "parameters",
+        xticklabelrotation = 1,
+        xticks = (1:54, ["θ$i" for i in 1:54]),
+        ylabel = "Shapley Indices",
+        limits = (nothing, (0.0, 0.2)),
+    ),
+)
 ```
 
 Now let's assume some correlation between the parameters. We will use a correlation of 0.09 between
@@ -147,12 +151,16 @@ shapley_effects = gsa(
 ```
 
 ```@example shapley
-fig = Figure(resolution = (600, 400))
-ax = barplot(fig[1, 1], collect(1:54), shapley_effects.shapley_effects, color = :green)
-CairoMakie.ylims!(ax.axis, 0.0, 0.2)
-ax.axis.xticks = (1:54, ["θ$i" for i in 1:54])
-ax.axis.ylabel = "Shapley Indices"
-ax.axis.xlabel = "Parameters"
-ax.axis.xticklabelrotation = 1
-display(fig)
+barplot(
+    1:54, shapley_effects.shapley_effects;
+    color = :green,
+    figure = (; size = (600, 400)),
+    axis = (;
+        xlabel = "parameters",
+        xticklabelrotation = 1,
+        xticks = (1:54, ["θ$i" for i in 1:54]),
+        ylabel = "Shapley Indices",
+        limits = (nothing, (0.0, 0.2)),
+    ),
+)
 ```