Update docs and examples .toml

Author: JoeyT1994

docs/Project.toml

@@ -5,5 +5,5 @@ Literate = "98b081ad-f1c9-55d3-8b20-4c87d4299306"
 
 [compat]
 Documenter = "1.10.0"
-ITensorNetworks = "0.13.0"
+ITensorNetworks = "0.14.0"
 Literate = "2.20.1"

examples/Project.toml

@@ -2,4 +2,4 @@
 ITensorNetworks = "2919e153-833c-4bdc-8836-1ea460a35fc7"
 
 [compat]
-ITensorNetworks = "0.13.2"
+ITensorNetworks = "0.14.0"

src/caches/abstractbeliefpropagationcache.jl

@@ -316,13 +316,14 @@ Currently we send the full message tensor data struct to update for each edge_gr
 mts relevant to that group.
 """
 function update_iteration(
-  alg::Algorithm,
+  alg::Algorithm"bp",
   bpc::AbstractBeliefPropagationCache,
   edge_groups::Vector{<:Vector{<:PartitionEdge}};
+  (update_diff!)=nothing,
 )
   new_mts = empty(messages(bpc))
   for edges in edge_groups
-    bpc_t = update_iteration(alg.kwargs.message_update_alg, bpc, edges)
+    bpc_t = update_iteration(alg.kwargs.message_update_alg, bpc, edges; (update_diff!))
     for e in edges
       set!(new_mts, e, message(bpc_t, e))
     end
@@ -333,7 +334,7 @@ end
 """
 More generic interface for update, with default params
 """
-function update(alg::Algorithm, bpc::AbstractBeliefPropagationCache)
+function update(alg::Algorithm"bp", bpc::AbstractBeliefPropagationCache)
   compute_error = !isnothing(alg.kwargs.tol)
   if isnothing(alg.kwargs.maxiter)
     error("You need to specify a number of iterations for BP!")