Merge pull request crillab#13 from gildasmorvan/main

Solution to issue 10
gildasmorvan · Dec 5, 2023 · 24bd84e · 24bd84e
2 parents 55cee0c + eaf79b8
commit 24bd84e
Showing 1 changed file with 2 additions and 2 deletions.
diff --git a/pyxai/sources/learning/learner.py b/pyxai/sources/learning/learner.py
@@ -123,7 +123,7 @@ def load_data(self, dataframe, datasetname, *, encode_labels=True):
         dataframe: A pandas.core.frame.DataFrame object.
         """
         self.dataset_name = datasetname
-        self.data = dataframe
+        self.data = dataframe.copy()
         Tools.verbose("data:")
         Tools.verbose(self.data)
         self.n_instances, self.n_features = self.data.shape
@@ -737,4 +737,4 @@ def _get_data(self, dataset, possible_indexes, n):
                 possible_indexes = [i for i in range(len(self.data))]
             data = numpy.array([self.data[x] for x in possible_indexes])
             labels = numpy.array([self.labels[x] for x in possible_indexes])
-            return possible_indexes, data, labels
+            return possible_indexes, data, labels