0.13.1

Fixes an error in the plot_important_hyperparameter_contour function, which did not sort the hyperparameters.

Author: bartzbeielstein

notebooks/00_spotPython_tests.ipynb

@@ -7,7 +7,7 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "spotPython"
-version = "0.13.0"
+version = "0.13.1"
 authors = [
   { name="T. Bartz-Beielstein", email="tbb@bartzundbartz.de" }
 ]

pyproject.toml

@@ -1691,13 +1691,18 @@ def plot_important_hyperparameter_contour(
                 S.plot_important_hyperparameter_contour()
 
         """
-        impo = self.print_importance(threshold=threshold, print_screen=True)
-        # print(f"impo: {impo}")
+        impo_org = self.print_importance(threshold=threshold, print_screen=True)
+        print(f"impo: {impo_org}")
+        try:
+            impo = sorted(impo_org, key=lambda x: x[1], reverse=True)
+        except ValueError as e:
+            print(f"ValueError: {e}")
+            impo = impo_org
         # if there are more than imp_max variables, select only the most important ones:
         if max_imp is not None:
             if len(impo) > max_imp:
                 impo = impo[:max_imp]
-        # print(f"impo after select: {impo}")
+        print(f"impo after select: {impo}")
         var_plots = [i for i, x in enumerate(impo) if x[1] > threshold]
         min_z = min(self.y)
         max_z = max(self.y)

src/spotPython/spot/spot.py

@@ -6,7 +6,6 @@
 import datetime
 from dateutil.tz import tzlocal
 from torch.utils.tensorboard import SummaryWriter
-from math import inf
 
 
 def fun_control_init(