init

Author: alex98247

criterion/__init__.py

@@ -103,6 +103,7 @@
     WPPWeibullTestStatistic,
 )
 
+
 __all__ = [
     "AbstractTestStatistic",
     "ADTestStatistic",

criterion/exponent.py

@@ -285,12 +285,7 @@ def execute_statistic(self, rvs, **kwargs):
         rvs.sort()
         x = np.concatenate(([0], rvs))
         d = (np.arange(n, 0, -1)) * (x[1 : n + 1] - x[0:n])
-        eps = (
-            2
-            * n
-            * (np.log(np.sum(d) / n) - (np.sum(np.log(d))) / n)
-            / (1 + (n + 1) / (6 * n))
-        )
+        eps = 2 * n * (np.log(np.sum(d) / n) - (np.sum(np.log(d))) / n) / (1 + (n + 1) / (6 * n))
 
         return eps
 
@@ -424,9 +419,7 @@ def execute_statistic(self, rvs, r=None):
         n = len(rvs)
         x = np.sort(np.concatenate(([0], rvs)))
         d = (np.arange(n, 0, -1)) * (x[1 : n + 1] - x[:n])
-        hm = ((np.sum(d[:r]) + np.sum(d[-r:])) / (2 * r)) / (
-            (np.sum(d[r:-r])) / (n - 2 * r)
-        )
+        hm = ((np.sum(d[:r]) + np.sum(d[-r:])) / (2 * r)) / ((np.sum(d[r:-r])) / (n - 2 * r))
 
         return hm
 
@@ -820,9 +813,7 @@ def execute_statistic(self, rvs, **kwargs):
         return hg
 
 
-class GraphEdgesNumberExpTest(
-    AbstractExponentialityTestStatistic, GraphEdgesNumberTestStatistic
-):
+class GraphEdgesNumberExpTest(AbstractExponentialityTestStatistic, GraphEdgesNumberTestStatistic):
     @staticmethod
     @override
     def code():
@@ -831,9 +822,7 @@ def code():
         return f"EdgesNumber_{parent_code}"
 
 
-class GraphMaxDegreeExpTest(
-    AbstractExponentialityTestStatistic, GraphMaxDegreeTestStatistic
-):
+class GraphMaxDegreeExpTest(AbstractExponentialityTestStatistic, GraphMaxDegreeTestStatistic):
     @staticmethod
     @override
     def code():

criterion/models.py

@@ -24,9 +24,7 @@ def execute_statistic(self, rvs, **kwargs) -> Union[float, float64]:
         """
         raise NotImplementedError("Method is not implemented")
 
-    def calculate_critical_value(
-        self, rvs_size, sl
-    ) -> Union[Optional[float], Optional[float64]]:
+    def calculate_critical_value(self, rvs_size, sl) -> Union[Optional[float], Optional[float64]]:
         """
         Calculate critical value for test statistics
         :param rvs_size: rvs size