modified paths

Author: sayakpaul

research/denoised_smoothing/notebooks/Certification_Test.ipynb

@@ -41,7 +41,7 @@
         "colab_type": "text"
       },
       "source": [
-        "<a href=\"https://colab.research.google.com/github/sayakpaul/Denoised-Smoothing-TF/blob/main/Certification_Test.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+        "<a href=\"https://colab.research.google.com/github/sayakpaul/neural-structured-learning/blob/master/research/denoised_smoothing/notebooks/Certification_Test.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
       ]
     },
     {
@@ -70,8 +70,8 @@
         "id": "FDlxwScPHSW_"
       },
       "source": [
-        "!git clone https://github.com/sayakpaul/Denoised-Smoothing-TF\n",
-        "!cd Denoised-Smoothing-TF && tar xf models.tar.gz"
+        "!git clone https://github.com/sayakpaul/neural-structured-learning\n",
+        "!cd neural-structured-learning/research/denoised_smoothing && tar xf models.tar.gz"
       ],
       "execution_count": null,
       "outputs": []
@@ -83,7 +83,7 @@
       },
       "source": [
         "import sys\n",
-        "sys.path.append(\"Denoised-Smoothing-TF\")\n",
+        "sys.path.append(\"neural-structured-learning/research/denoised_smoothing\")\n",
         "\n",
         "from scripts import certify, analyze\n",
         "import matplotlib.pyplot as plt\n",
@@ -108,11 +108,7 @@
     {
       "cell_type": "code",
       "metadata": {
-        "colab": {
-          "base_uri": "https://localhost:8080/"
-        },
-        "id": "Dzhq0lXNHssc",
-        "outputId": "2b184ca9-4c2b-4df0-8a2f-b00a407b75d4"
+        "id": "Dzhq0lXNHssc"
       },
       "source": [
         "print(\"Loading models.\")\n",
@@ -122,18 +118,7 @@
         "print(\"Models loaded.\")"
       ],
       "execution_count": null,
-      "outputs": [
-        {
-          "output_type": "stream",
-          "text": [
-            "Loading models.\n",
-            "WARNING:tensorflow:No training configuration found in save file, so the model was *not* compiled. Compile it manually.\n",
-            "WARNING:tensorflow:No training configuration found in save file, so the model was *not* compiled. Compile it manually.\n",
-            "Models loaded.\n"
-          ],
-          "name": "stdout"
-        }
-      ]
+      "outputs": []
     },
     {
       "cell_type": "markdown",
@@ -147,11 +132,7 @@
     {
       "cell_type": "code",
       "metadata": {
-        "colab": {
-          "base_uri": "https://localhost:8080/"
-        },
-        "id": "flIat9vpJqpl",
-        "outputId": "ba351f95-acfd-4b0f-e757-08881c1a7890"
+        "id": "flIat9vpJqpl"
       },
       "source": [
         "(x_train, _), (x_test, y_test) = tf.keras.datasets.cifar10.load_data()\n",
@@ -163,15 +144,7 @@
         "norm_layer.adapt(x_train/255.0) # Notice the scaling step"
       ],
       "execution_count": null,
-      "outputs": [
-        {
-          "output_type": "stream",
-          "text": [
-            "Total test examples: 10000\n"
-          ],
-          "name": "stdout"
-        }
-      ]
+      "outputs": []
     },
     {
       "cell_type": "markdown",