@@ -76,7 +76,9 @@ def _boxplot_xticks_labels(self):
7676 return [str (n ) for n in self .result_set .ranked_names ]
7777
7878 def boxplot (
79- self , title : Optional [titleType ] = None , ax : Optional [matplotlib .axes .Axes ] = None
79+ self ,
80+ title : Optional [titleType ] = None ,
81+ ax : Optional [matplotlib .axes .Axes ] = None ,
8082 ) -> matplotlib .figure .Figure :
8183 """For the specific mean score boxplot."""
8284 data = self ._boxplot_dataset
@@ -98,7 +100,9 @@ def _winplot_dataset(self):
98100 return wins , ranked_names
99101
100102 def winplot (
101- self , title : Optional [titleType ] = None , ax : Optional [matplotlib .axes .Axes ] = None
103+ self ,
104+ title : Optional [titleType ] = None ,
105+ ax : Optional [matplotlib .axes .Axes ] = None ,
102106 ) -> matplotlib .figure .Figure :
103107 """Plots the distributions for the number of wins for each strategy."""
104108
@@ -126,7 +130,9 @@ def _sdv_plot_dataset(self):
126130 return diffs , ranked_names
127131
128132 def sdvplot (
129- self , title : Optional [titleType ] = None , ax : Optional [matplotlib .axes .Axes ] = None
133+ self ,
134+ title : Optional [titleType ] = None ,
135+ ax : Optional [matplotlib .axes .Axes ] = None ,
130136 ) -> matplotlib .figure .Figure :
131137 """Score difference violin plots to visualize the distributions of how
132138 players attain their payoffs."""
@@ -143,7 +149,9 @@ def _lengthplot_dataset(self):
143149 ]
144150
145151 def lengthplot (
146- self , title : Optional [titleType ] = None , ax : Optional [matplotlib .axes .Axes ] = None
152+ self ,
153+ title : Optional [titleType ] = None ,
154+ ax : Optional [matplotlib .axes .Axes ] = None ,
147155 ) -> matplotlib .figure .Figure :
148156 """For the specific match length boxplot."""
149157 data = self ._lengthplot_dataset
@@ -202,15 +210,19 @@ def _payoff_heatmap(
202210 return figure
203211
204212 def pdplot (
205- self , title : Optional [titleType ] = None , ax : Optional [matplotlib .axes .Axes ] = None
213+ self ,
214+ title : Optional [titleType ] = None ,
215+ ax : Optional [matplotlib .axes .Axes ] = None ,
206216 ) -> matplotlib .figure .Figure :
207217 """Payoff difference heatmap to visualize the distributions of how
208218 players attain their payoffs."""
209219 matrix , names = self ._pdplot_dataset
210220 return self ._payoff_heatmap (matrix , names , title = title , ax = ax )
211221
212222 def payoff (
213- self , title : Optional [titleType ] = None , ax : Optional [matplotlib .axes .Axes ] = None
223+ self ,
224+ title : Optional [titleType ] = None ,
225+ ax : Optional [matplotlib .axes .Axes ] = None ,
214226 ) -> matplotlib .figure .Figure :
215227 """Payoff heatmap to visualize the distributions of how
216228 players attain their payoffs."""
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