diff --git a/examples/classification-regression/cancer_binary.ipynb b/examples/classification-regression/cancer_binary.ipynb
index 80cc3c6..9c7ae1b 100644
--- a/examples/classification-regression/cancer_binary.ipynb
+++ b/examples/classification-regression/cancer_binary.ipynb
@@ -34,7 +34,7 @@
     "from neuralnetlib.layers import Input, Activation, Dense, BatchNormalization\n",
     "from neuralnetlib.callbacks import EarlyStopping\n",
     "from neuralnetlib.losses import BinaryCrossentropy\n",
-    "from neuralnetlib.modelss import Model\n",
+    "from neuralnetlib.models import Model\n",
     "from neuralnetlib.optimizers import Adam\n",
     "from neuralnetlib.metrics import accuracy_score, f1_score, recall_score, precision_score\n",
     "from neuralnetlib.utils import train_test_split"
diff --git a/examples/real-life-applications/handwrittendigits/tkinter_gui_handwritten.py b/examples/real-life-applications/handwrittendigits/tkinter_gui_handwritten.py
index 9c7727d..28123a7 100644
--- a/examples/real-life-applications/handwrittendigits/tkinter_gui_handwritten.py
+++ b/examples/real-life-applications/handwrittendigits/tkinter_gui_handwritten.py
@@ -3,7 +3,7 @@
 import numpy as np
 from PIL import Image, ImageDraw
 
-from neuralnetlib.modelss import Model
+from neuralnetlib.models import Model
 
 
 def main():
diff --git a/examples/real-life-applications/tictactoe/tic_tac_toe_alternative_dataset_shape.py b/examples/real-life-applications/tictactoe/tic_tac_toe_alternative_dataset_shape.py
index c724bc6..eaf1d3e 100644
--- a/examples/real-life-applications/tictactoe/tic_tac_toe_alternative_dataset_shape.py
+++ b/examples/real-life-applications/tictactoe/tic_tac_toe_alternative_dataset_shape.py
@@ -8,7 +8,7 @@
 from neuralnetlib.layers import Input, Dense, Activation
 from neuralnetlib.losses import BinaryCrossentropy
 from neuralnetlib.metrics import accuracy_score
-from neuralnetlib.modelss import Model
+from neuralnetlib.models import Model
 from neuralnetlib.optimizers import Adam
 from neuralnetlib.callbacks import EarlyStopping
 
diff --git a/setup.py b/setup.py
index 215aa2e..61fe720 100644
--- a/setup.py
+++ b/setup.py
@@ -2,7 +2,7 @@
 
 setup(
     name='neuralnetlib',
-    version='3.2.0',
+    version='3.2.1',
     author='Marc Pinet',
     description='A flexible deep learning framework built from scratch using only NumPy',
     long_description=open('README.md', encoding="utf-8").read(),
diff --git a/tests/test_models.py b/tests/test_models.py
index c39dbca..be2b295 100644
--- a/tests/test_models.py
+++ b/tests/test_models.py
@@ -4,7 +4,7 @@
 
 from neuralnetlib.activations import Sigmoid
 from neuralnetlib.layers import Input, Dense
-from neuralnetlib.modelss import Model, Activation, CategoricalCrossentropy
+from neuralnetlib.models import Model, Activation, CategoricalCrossentropy
 from neuralnetlib.optimizers import SGD