Minor docstring and formatting improvements

Author: mroavi

examples/asia/main.jl

@@ -78,7 +78,7 @@ get_vars(tn)
 # Set an evidence: Assume that the "X-ray" result (variable 7) is positive.
 # Since setting an evidence may affect the contraction order of the tensor
 # network, recompute it.
-tn = TensorNetworkModel(instance, evidence=Dict(7=>0))
+tn = TensorNetworkModel(instance, evidence = Dict(7 => 0))
 
 # ---
 

src/Core.jl

@@ -47,10 +47,10 @@ $(TYPEDEF)
 Probabilistic modeling with a tensor network.
 
 ### Fields
-* `vars` is the degree of freedoms in the tensor network.
+* `vars` are the degrees of freedom in the tensor network.
 * `code` is the tensor network contraction pattern.
-* `tensors` is the tensors fed into the tensor network.
-* `evidence` is a dictionary to specifiy degree of freedoms fixed to certain values.
+* `tensors` are the tensors fed into the tensor network.
+* `evidence` is a dictionary used to specify degrees of freedom that are fixed to certain values.
 """
 struct TensorNetworkModel{LT, ET, MT <: AbstractArray}
     vars::Vector{LT}

src/mmap.jl

@@ -58,7 +58,7 @@ end
 """
 $(TYPEDSIGNATURES)
 """
-function MMAPModel(instance::UAIInstance; openvars = (), optimizer = GreedyMethod(), queryvars, evidence=Dict{Int,Int}(), simplifier = nothing)::MMAPModel
+function MMAPModel(instance::UAIInstance; openvars = (), optimizer = GreedyMethod(), queryvars, evidence = Dict{Int, Int}(), simplifier = nothing)::MMAPModel
     return MMAPModel(
         1:(instance.nvars), instance.cards, instance.factors; queryvars, evidence, optimizer, simplifier, openvars
     )