diff --git a/docs/src/assets/map_combinator.png b/docs/src/assets/map_combinator.png new file mode 100644 index 00000000..53716d57 Binary files /dev/null and b/docs/src/assets/map_combinator.png differ diff --git a/docs/src/assets/recurse_combinator.png b/docs/src/assets/recurse_combinator.png new file mode 100644 index 00000000..3159ab5a Binary files /dev/null and b/docs/src/assets/recurse_combinator.png differ diff --git a/docs/src/assets/rjmcmc.png b/docs/src/assets/rjmcmc.png new file mode 100644 index 00000000..ce1cdb8d Binary files /dev/null and b/docs/src/assets/rjmcmc.png differ diff --git a/docs/src/assets/scaling_with_sml_graph.png b/docs/src/assets/scaling_with_sml_graph.png new file mode 100644 index 00000000..419a13f3 Binary files /dev/null and b/docs/src/assets/scaling_with_sml_graph.png differ diff --git a/docs/src/assets/static_graph.png b/docs/src/assets/static_graph.png new file mode 100644 index 00000000..8fcdb1ea Binary files /dev/null and b/docs/src/assets/static_graph.png differ diff --git a/docs/src/assets/switch_combinator.png b/docs/src/assets/switch_combinator.png new file mode 100644 index 00000000..98c4e68e Binary files /dev/null and b/docs/src/assets/switch_combinator.png differ diff --git a/docs/src/assets/unfold_combinator.png b/docs/src/assets/unfold_combinator.png new file mode 100644 index 00000000..8fa1b694 Binary files /dev/null and b/docs/src/assets/unfold_combinator.png differ diff --git a/docs/src/ref/inference/mcmc.md b/docs/src/ref/inference/mcmc.md index a36332b2..9e092482 100644 --- a/docs/src/ref/inference/mcmc.md +++ b/docs/src/ref/inference/mcmc.md @@ -345,7 +345,7 @@ end ``` We can then compare the results to the results from the Markov chain that used the selection-based structure-changing kernel: - + We see that if we initialize the Markov chains from the same state with a single mean (`:z` is `false`) then the selection-based kernel fails to accept any moves to the two-mean structure within 100 iterations, whereas the split-merge kernel transitions back and forth many times, If we repeated the selection-based kernel for enough iterations, it would eventually transition back and forth at the same rate as the split-merge. diff --git a/docs/src/ref/modeling/combinators.md b/docs/src/ref/modeling/combinators.md index 5d7967d7..9b2fda3d 100644 --- a/docs/src/ref/modeling/combinators.md +++ b/docs/src/ref/modeling/combinators.md @@ -14,7 +14,7 @@ Map In the schematic below, the kernel is denoted ``\mathcal{G}_{\mathrm{k}}``. ```@raw html