deletions | additions       diff --git a/layout.md b/layout.md  index 2603a98..b06cf7f 100644  --- a/layout.md  +++ b/layout.md 
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subsection_Formulating_the_Integral_In__.tex  Slice_Sampling_Slice_sampling_is__.md  subsubsection_Finding_an_Interval_begin__.tex  subsubsection_Sampling_a_Point_begin__.tex  Bayesian_Optimisation_over_the_Hyperparameters__.md  diff --git a/subsubsection_Sampling_a_Point_begin__.tex b/subsubsection_Sampling_a_Point_begin__.tex  deleted file mode 100644  index af4658a..0000000  --- a/subsubsection_Sampling_a_Point_begin__.tex  +++ /dev/null 
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\subsubsection{Sampling a Point}  \begin{lstlisting}[mathescape] % Start your code-block  # Input  # - f: a function proportional to the target density  # - ${x_0}$: the current point  # - y: the sampled vertical level defining the slice  # - (L,R): the interval to sample from  $\\ \\ \\$  def sample:  while true:  $x_1 \sim U(L,R)$  L $\leftarrow$ min($x_0, x_1$)  R $\leftarrow$ max($x_0, x_1$)  if y > f($x_1$):  return $x_1$  \end{lstlisting}