diff --git a/undouble/__init__.py b/undouble/__init__.py
index 382ce24..7f7670e 100644
--- a/undouble/__init__.py
+++ b/undouble/__init__.py
@@ -12,7 +12,7 @@
 
 __author__ = 'Erdogan Tasksen'
 __email__ = 'erdogant@gmail.com'
-__version__ = '1.2.4'
+__version__ = '1.2.5'
 
 # module level doc-string
 __doc__ = """
diff --git a/undouble/examples.py b/undouble/examples.py
index 9b837bd..ec7ea93 100644
--- a/undouble/examples.py
+++ b/undouble/examples.py
@@ -35,7 +35,7 @@
 # Plot hash
 # model.plot_hash([4])
 
-model.clean_files()
+model.clean_files(clean_tempdir=True)
 
 # %%
 # Import library
diff --git a/undouble/undouble.py b/undouble/undouble.py
index 8afae81..aa4514a 100644
--- a/undouble/undouble.py
+++ b/undouble/undouble.py
@@ -347,7 +347,7 @@ def clean_init(self, params=True, results=True):
         # Store results
         # self.results = {'img':None, 'feat':None, 'xycoord':None, 'pathnames':None, 'labels': None}
 
-    def clean_files(self):
+    def clean_files(self, clean_tempdir=False):
         """Remove the entire temp directory with all its contents."""
         # Cleaning temp directory
 
@@ -360,6 +360,11 @@ def clean_files(self):
                 os.remove(self.results['pathnames'][i])
                 self.results['filenames'][i]=None
                 self.results['pathnames'][i]=None
+        if clean_tempdir:
+            logger.info('Removing the entire temp directory %s', self.clustimage.params['tempdir'])
+            shutil.rmtree(self.clustimage.params['tempdir'])
+            self.results['filenames'] = None
+            self.results['pathnames'] = None
 
     def import_example(self, data='flowers', url=None):
         """Import example dataset from github source.