diff --git a/01_VAE_MNIST.ipynb b/01_VAE_MNIST.ipynb
index ba0866c..0a5e780 100644
--- a/01_VAE_MNIST.ipynb
+++ b/01_VAE_MNIST.ipynb
@@ -95,7 +95,6 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from tensorflow.examples.tutorials.mnist import input_data\n",
     "mnist = tf.keras.datasets.mnist.load_data(path='mnist.npz')"
    ]
   },
diff --git a/02_GAN_MLP_MNIST.ipynb b/02_GAN_MLP_MNIST.ipynb
index 1cf5400..ebc398e 100644
--- a/02_GAN_MLP_MNIST.ipynb
+++ b/02_GAN_MLP_MNIST.ipynb
@@ -96,7 +96,6 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from tensorflow.examples.tutorials.mnist import input_data\n",
     "mnist = tf.keras.datasets.mnist.load_data(path='mnist.npz')"
    ]
   },
diff --git a/03_DCGAN_MNIST.ipynb b/03_DCGAN_MNIST.ipynb
index ac8d4b0..30663fe 100644
--- a/03_DCGAN_MNIST.ipynb
+++ b/03_DCGAN_MNIST.ipynb
@@ -96,7 +96,6 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from tensorflow.examples.tutorials.mnist import input_data\n",
     "mnist = tf.keras.datasets.mnist.load_data(path='mnist.npz')"
    ]
   },
diff --git a/04_LSGAN_MNIST.ipynb b/04_LSGAN_MNIST.ipynb
index 6a31da2..a87fdaa 100644
--- a/04_LSGAN_MNIST.ipynb
+++ b/04_LSGAN_MNIST.ipynb
@@ -96,7 +96,6 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from tensorflow.examples.tutorials.mnist import input_data\n",
     "mnist = tf.keras.datasets.mnist.load_data(path='mnist.npz')"
    ]
   },
diff --git a/05_WGAN_MNIST.ipynb b/05_WGAN_MNIST.ipynb
index 8bc4b34..9ee68f7 100644
--- a/05_WGAN_MNIST.ipynb
+++ b/05_WGAN_MNIST.ipynb
@@ -100,7 +100,6 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from tensorflow.examples.tutorials.mnist import input_data\n",
     "mnist = tf.keras.datasets.mnist.load_data(path='mnist.npz')"
    ]
   },
diff --git a/06_WGAN_GP_MNIST.ipynb b/06_WGAN_GP_MNIST.ipynb
index a7b83e3..ad20039 100644
--- a/06_WGAN_GP_MNIST.ipynb
+++ b/06_WGAN_GP_MNIST.ipynb
@@ -101,7 +101,6 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from tensorflow.examples.tutorials.mnist import input_data\n",
     "mnist = tf.keras.datasets.mnist.load_data(path='mnist.npz')"
    ]
   },
diff --git a/07_ConditionalGAN_CNN_MNIST.ipynb b/07_ConditionalGAN_CNN_MNIST.ipynb
index ddcc52e..ba02d6e 100644
--- a/07_ConditionalGAN_CNN_MNIST.ipynb
+++ b/07_ConditionalGAN_CNN_MNIST.ipynb
@@ -97,7 +97,6 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from tensorflow.examples.tutorials.mnist import input_data\n",
     "mnist = tf.keras.datasets.mnist.load_data(path='mnist.npz')"
    ]
   },
diff --git a/07_ConditionalGAN_MLP_MNIST.ipynb b/07_ConditionalGAN_MLP_MNIST.ipynb
index 1f0e2c0..4e9dcc3 100644
--- a/07_ConditionalGAN_MLP_MNIST.ipynb
+++ b/07_ConditionalGAN_MLP_MNIST.ipynb
@@ -95,7 +95,6 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from tensorflow.examples.tutorials.mnist import input_data\n",
     "mnist = tf.keras.datasets.mnist.load_data(path='mnist.npz')"
    ]
   },
diff --git a/08_InfoGAN_MNIST.ipynb b/08_InfoGAN_MNIST.ipynb
index e528607..3c86730 100644
--- a/08_InfoGAN_MNIST.ipynb
+++ b/08_InfoGAN_MNIST.ipynb
@@ -99,7 +99,6 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from tensorflow.examples.tutorials.mnist import input_data\n",
     "mnist = tf.keras.datasets.mnist.load_data(path='mnist.npz')"
    ]
   },