@@ -430,9 +430,6 @@ def edges(
430430 ]
431431
432432
433- GraphAttrMapping = dict [Any , Any ]
434-
435-
436433def make_graph (
437434 name : str ,
438435 plates : list [Plate ],
@@ -442,7 +439,7 @@ def make_graph(
442439 figsize = None ,
443440 dpi = 300 ,
444441 node_formatters : NodeTypeFormatterMapping | None = None ,
445- graph_attrs : GraphAttrMapping | None = None ,
442+ graph_attr : dict [ str , Any ] | None = None ,
446443 create_plate_label : PlateLabelFunc = create_plate_label_with_dim_length ,
447444):
448445 """Make graphviz Digraph of PyMC model.
@@ -463,7 +460,7 @@ def make_graph(
463460 node_formatters = node_formatters or {}
464461 node_formatters = update_node_formatters (node_formatters )
465462
466- graph = graphviz .Digraph (name , graph_attr = graph_attrs )
463+ graph = graphviz .Digraph (name , graph_attr = graph_attr )
467464 for plate in plates :
468465 if plate .dim_info :
469466 # must be preceded by 'cluster' to get a box around it
@@ -680,7 +677,7 @@ def model_to_graphviz(
680677 figsize : tuple [int , int ] | None = None ,
681678 dpi : int = 300 ,
682679 node_formatters : NodeTypeFormatterMapping | None = None ,
683- graph_attrs : GraphAttrMapping | None = None ,
680+ graph_attr : dict [ str , Any ] | None = None ,
684681 include_dim_lengths : bool = True ,
685682):
686683 """Produce a graphviz Digraph from a PyMC model.
@@ -709,7 +706,7 @@ def model_to_graphviz(
709706 the size of the saved figure.
710707 dpi : int, optional
711708 Dots per inch. It only affects the resolution of the saved figure. The default is 300.
712- graph_attrs : dict, optional
709+ graph_attr : dict, optional
713710 A dictionary of top-level layout attributes for graphviz
714711 Check out graphviz documentation for more information on available attributes
715712 https://graphviz.org/doc/info/attrs.html
@@ -782,7 +779,7 @@ def model_to_graphviz(
782779 save = save ,
783780 figsize = figsize ,
784781 dpi = dpi ,
785- graph_attrs = graph_attrs ,
782+ graph_attr = graph_attr ,
786783 node_formatters = node_formatters ,
787784 create_plate_label = create_plate_label_with_dim_length
788785 if include_dim_lengths
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