Let sandpaper translate section headings

Author: Bisaloo

episodes/compare-interventions.Rmd

@@ -20,7 +20,6 @@ exercises: 30 # exercise time in minutes
 
 ::::::::::::::::::::::::::::::::::::: prereq
 
-## Prerequisites
 + Complete tutorials [Simulating transmission](../episodes/simulating-transmission.md) and [Modelling interventions](../episodes/modelling-interventions.md)
 
 Learners should familiarise themselves with following concept dependencies before working through this tutorial: 
@@ -144,7 +143,7 @@ no_vaccination <- no_vaccination(population = uk_population, doses = 2)
 
 ::::::::::::::::: hint
 
-### HINT : Running the model with default parameter values
+### Running the model with default parameter values
 
 We can run the Vacamole model with [default parameter values](https://epiverse-trace.github.io/epidemics/articles/vacamole.html#model-epidemic-using-vacamole) by just specifying the population object and number of time steps to run the model for: 
 
@@ -163,8 +162,6 @@ output <- model_vacamole_cpp(
 
 ::::::::::::::::: solution
 
-### SOLUTION
-
 1.  Run the model
 
 ```{r}

episodes/model-choices.Rmd

@@ -26,7 +26,6 @@ library(ggplot2)
 
 ::::::::::::::::::::::::::::::::::::: prereq
 
-## Prerequisites
 + Complete tutorial [Simulating transmission](../episodes/simulating-transmission.md)
 :::::::::::::::::::::::::::::::::
 
@@ -121,8 +120,6 @@ Which of the following models would be an appropriate choice for this task:
 
 ::::::::::::::::: hint
 
-### HINT
-
 Consider the following questions:
 
 ::::::::::::::::::::::::::::::::::::: checklist
@@ -140,9 +137,6 @@ Consider the following questions:
 
 ::::::::::::::::: solution
 
-### SOLUTION
-
-
 + What is the infection/disease of interest? **Ebola**
 + Do we need a deterministic or stochastic model?  **A stochastic model would allow us to explore variation in the early stages of the outbreak**
 + What is the outcome of interest? **Number of infections**
@@ -312,16 +306,14 @@ guinea_population <- population(
 
 ::::::::::::::::: hint
 
-### HINT : Multiple model simulations
+### Multiple model simulations
 
 Adapt the code from the [accounting for uncertainty](../episodes/simulating-transmission.md#accounting-for-uncertainty) section
 
 ::::::::::::::::::::::
 
 ::::::::::::::::: solution
 
-### SOLUTION
-
 1. Run the model once and plot the number of infectious individuals  through time
 
 

episodes/modelling-interventions.Rmd

@@ -14,7 +14,6 @@ library(epidemics)
 
 - How do I investigate the effect of interventions on disease trajectories? 
 
-
 ::::::::::::::::::::::::::::::::::::::::::::::::
 
 ::::::::::::::::::::::::::::::::::::: objectives
@@ -25,7 +24,6 @@ library(epidemics)
 
 ::::::::::::::::::::::::::::::::::::: prereq
 
-## Prerequisites
 + Complete tutorial [Simulating transmission](../episodes/simulating-transmission.md)
 
 Learners should familiarise themselves with following concept dependencies before working through this tutorial: 
@@ -389,8 +387,6 @@ Plot the three interventions vaccination, school closure and mask mandate and th
 
 :::::::::::::::::::::::: solution 
 
-## Output
-
 ```{r plot_vaccinate, echo = TRUE, message = FALSE, fig.width = 10}
 # create intervention_type column for plotting
 output_vaccinate$intervention_type <- "vaccination"

episodes/simulating-transmission.Rmd

@@ -34,8 +34,6 @@ webshot::install_phantomjs(force = TRUE)
 
 ::::::::::::::::::::::::::::::::::::: prereq
 
-## Prerequisites
-
 Learners should familiarise themselves with following concept dependencies before working through this tutorial: 
 
 **Mathematical Modelling** : [Introduction to infectious disease models](https://doi.org/10.1038/s41592-020-0856-2), [state variables](../learners/reference.md#state), [model parameters](../learners/reference.md#parsode), [initial conditions](../learners/reference.md#initial), [ordinary differential equations](../learners/reference.md#ordinary).
@@ -264,8 +262,6 @@ contact_matrix
 ```
 
 :::::::::::::::::::::::: solution 
-
-## Output
 
 ```{r polymod_uk, echo = FALSE, message = FALSE}
 polymod <- socialmixr::polymod

episodes/template.Rmd

@@ -19,8 +19,6 @@ exercises: 5 # exercise time in minutes
 
 ::::::::::::::::::::::::::::::::::::: prereq
 
-## Prerequisites
-
 List (and hyperlink) the lessons/packages which need to be covered before this lesson
 
 :::::::::::::::::::::::::::::::::