Merge remote-tracking branch 'origin/main' into main

_quarto.yml

@@ -73,7 +73,7 @@ website:
                 text: "🛠 1 - Docs: Exercises"
               - href: material/3_wed/vis/handout.qmd
                 text: "📝 2 - Visualizations: Handout"
-              - href: material/3_wed/vis/tasks.qmd"
+              - href: material/3_wed/vis/tasks.qmd
                 text: "🛠 2 - Visualizations: Exercises"
               - href: material/3_wed/linalg/slides.qmd
                 text: "📝 3 - LinearAlgebra"

material/3_wed/vis/handout.qmd

@@ -3,6 +3,7 @@
 
 ## Backends
 Four backends:
+
 1. `CairoMakie` - SVG
 2. `GLMakie` - 2D/3D/fast interactivity
 3. `WGLMakie` - Same as GLMakie, but in browser

material/3_wed/vis/tasks.qmd

@@ -60,7 +60,7 @@ Note that there is no `cummean` function, but clever element-wise division in co
 :::
 
 ## 3. Plotting!
-Now for your first plot. Use a `scatter` plot to visualize the cummulative mean output, if you do not generate a `Figure()` + `ax = f[1,1] = Axis(f)` manually, you can get it back by the scatter call. `f,ax,s = scatter()`. This is helpful as we later want to extend the `Axis` and `Figure` with other plot elements
+Now for your first plot. Use a `scatter` plot^[after a `using CairoMakie`] to visualize the cummulative mean output, if you do not generate a `Figure()` + `ax = f[1,1] = Axis(f)` manually, you can get it back by the scatter call. `f,ax,s = scatter()`. This is helpful as we later want to extend the `Axis` and `Figure` with other plot elements
 
 Use `hlines!` to add a horizontal line at your "true" value
 
@@ -70,7 +70,7 @@ Let's simulate 1000x datasets, each with a  different seed, and take the mean ov
 
 ::: {.callout-tip collapse="true"}
 ## click to show tip
-An easy way to call a function many times is to broadcast it on an array e.g. `1:1000` - you could also use `map` to do it, but I don't think it is as clear :)
+An easy way to call a function many times is to broadcast it on an array created e.g. via `1:1000` - you could also use `map` to do it, but I don't think it is as clear :)
 :::