diff --git a/docs/tutorials/custom_raster_dataset.ipynb b/docs/tutorials/custom_raster_dataset.ipynb
index 74b50c87987..0bcb756bbf6 100644
--- a/docs/tutorials/custom_raster_dataset.ipynb
+++ b/docs/tutorials/custom_raster_dataset.ipynb
@@ -84,6 +84,13 @@
   },
   {
    "cell_type": "code",
+   "custom": {
+    "metadata": {
+     "tags": [
+      "skip-execution"
+     ]
+    }
+   },
    "execution_count": null,
    "metadata": {
     "colab": {
@@ -537,10 +544,6 @@
   }
  ],
  "metadata": {
-  "colab": {
-   "collapsed_sections": [],
-   "provenance": []
-  },
   "execution": {
    "timeout": 1200
   },
diff --git a/docs/tutorials/custom_segmentation_trainer.ipynb b/docs/tutorials/custom_segmentation_trainer.ipynb
index b7ab002325c..c8e05f1212f 100644
--- a/docs/tutorials/custom_segmentation_trainer.ipynb
+++ b/docs/tutorials/custom_segmentation_trainer.ipynb
@@ -52,7 +52,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -68,8 +68,8 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
-   "id": "0b01bf43",
+   "execution_count": null,
+   "id": "6",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -112,7 +112,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -203,7 +203,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -216,7 +216,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -234,7 +234,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": null,
    "metadata": {},
    "outputs": [
     {
@@ -256,7 +256,7 @@
        "\"tmax\":            50"
       ]
      },
-     "execution_count": 7,
+     "execution_count": null,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -268,7 +268,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": null,
    "metadata": {},
    "outputs": [
     {
@@ -295,7 +295,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": null,
    "metadata": {},
    "outputs": [
     {
@@ -388,7 +388,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -402,7 +402,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": null,
    "metadata": {},
    "outputs": [
     {
@@ -469,7 +469,7 @@
        "  'test_OverallRecall': 0.0015612284187227488}]"
       ]
      },
-     "execution_count": 11,
+     "execution_count": null,
      "metadata": {},
      "output_type": "execute_result"
     }
diff --git a/docs/tutorials/getting_started.ipynb b/docs/tutorials/getting_started.ipynb
index b121bbbd8b7..eb96602150f 100644
--- a/docs/tutorials/getting_started.ipynb
+++ b/docs/tutorials/getting_started.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "35303546",
+   "id": "0",
    "metadata": {},
    "source": [
     "Copyright (c) Microsoft Corporation. All rights reserved.\n",
@@ -12,7 +12,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "9478ed9a",
+   "id": "1",
    "metadata": {
     "id": "NdrXRgjU7Zih"
    },
@@ -26,7 +26,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "34f10e9f",
+   "id": "2",
    "metadata": {
     "id": "lCqHTGRYBZcz"
    },
@@ -39,16 +39,16 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "019092f0",
+   "id": "3",
    "metadata": {},
    "outputs": [],
    "source": [
-    "%pip install torchgeo"
+    "#%pip install torchgeo"
    ]
   },
   {
    "cell_type": "markdown",
-   "id": "4db9f791",
+   "id": "4",
    "metadata": {
     "id": "dV0NLHfGBMWl"
    },
@@ -61,7 +61,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "3d92b0f1",
+   "id": "5",
    "metadata": {
     "id": "entire-albania"
    },
@@ -79,7 +79,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "7f26e4b8",
+   "id": "6",
    "metadata": {
     "id": "5rLknZxrBEMz"
    },
@@ -92,7 +92,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "4a39af46",
+   "id": "7",
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -167,7 +167,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "e25bad40",
+   "id": "8",
    "metadata": {
     "id": "HQVji2B22Qfu"
    },
@@ -178,7 +178,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "689bb2b0",
+   "id": "9",
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/"
@@ -195,7 +195,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "56f2d78b",
+   "id": "10",
    "metadata": {
     "id": "OWUhlfpD22IX"
    },
@@ -206,7 +206,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "daefbc4d",
+   "id": "11",
    "metadata": {
     "id": "WXxy8F8l2-aC"
    },
@@ -217,7 +217,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "ded44652",
+   "id": "12",
    "metadata": {
     "id": "yF_R54Yf3EUd"
    },
@@ -230,7 +230,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "b8a0d99c",
+   "id": "13",
    "metadata": {
     "id": "RLczuU293itT"
    },
@@ -241,7 +241,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "5b8c1c52",
+   "id": "14",
    "metadata": {
     "id": "OWa-mmYd8S6K"
    },
@@ -254,7 +254,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "96faa142",
+   "id": "15",
    "metadata": {
     "id": "jfx-9ZmU8ZTc"
    },
@@ -265,7 +265,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "64ae63f7",
+   "id": "16",
    "metadata": {
     "id": "HZIfqqW58oZe"
    },
@@ -278,7 +278,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "8a2b44f8",
+   "id": "17",
    "metadata": {
     "id": "7sGmNvBy8uIg"
    },
@@ -291,11 +291,6 @@
   }
  ],
  "metadata": {
-  "colab": {
-   "collapsed_sections": [],
-   "name": "getting_started.ipynb",
-   "provenance": []
-  },
   "execution": {
    "timeout": 1200
   },
diff --git a/docs/tutorials/indices.ipynb b/docs/tutorials/indices.ipynb
index 30576609ac8..ceb93a8223d 100644
--- a/docs/tutorials/indices.ipynb
+++ b/docs/tutorials/indices.ipynb
@@ -353,9 +353,6 @@
   }
  ],
  "metadata": {
-  "colab": {
-   "provenance": []
-  },
   "execution": {
    "timeout": 1200
   },
diff --git a/docs/tutorials/pretrained_weights.ipynb b/docs/tutorials/pretrained_weights.ipynb
index 0c2c4a0fc48..e2b4c7612b0 100644
--- a/docs/tutorials/pretrained_weights.ipynb
+++ b/docs/tutorials/pretrained_weights.ipynb
@@ -473,9 +473,6 @@
  ],
  "metadata": {
   "accelerator": "GPU",
-  "colab": {
-   "provenance": []
-  },
   "execution": {
    "timeout": 1200
   },
diff --git a/docs/tutorials/trainers.ipynb b/docs/tutorials/trainers.ipynb
index 5de3937a026..37d91a5714a 100644
--- a/docs/tutorials/trainers.ipynb
+++ b/docs/tutorials/trainers.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "b13c2251",
+   "id": "0",
    "metadata": {
     "id": "b13c2251"
    },
@@ -14,7 +14,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "e563313d",
+   "id": "1",
    "metadata": {
     "id": "e563313d"
    },
@@ -28,7 +28,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "8c1f4156",
+   "id": "2",
    "metadata": {
     "id": "8c1f4156"
    },
@@ -41,7 +41,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "3f0d31a8",
+   "id": "3",
    "metadata": {
     "id": "3f0d31a8"
    },
@@ -52,7 +52,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "c90c94c7",
+   "id": "4",
    "metadata": {
     "id": "c90c94c7"
    },
@@ -65,7 +65,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "bd39f485",
+   "id": "5",
    "metadata": {
     "id": "bd39f485"
    },
@@ -89,7 +89,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "e6e1d9b6",
+   "id": "6",
    "metadata": {
     "id": "e6e1d9b6"
    },
@@ -103,7 +103,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "9f2daa0d",
+   "id": "7",
    "metadata": {
     "id": "9f2daa0d"
    },
@@ -114,7 +114,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "8e100f8b",
+   "id": "8",
    "metadata": {
     "id": "8e100f8b",
     "nbmake": {
@@ -137,7 +137,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "0f2a04c7",
+   "id": "9",
    "metadata": {
     "id": "0f2a04c7"
    },
@@ -151,7 +151,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "056b7b4c",
+   "id": "10",
    "metadata": {
     "id": "056b7b4c"
    },
@@ -162,7 +162,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "ba5c5442",
+   "id": "11",
    "metadata": {
     "id": "ba5c5442"
    },
@@ -181,7 +181,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "d4b67f3e",
+   "id": "12",
    "metadata": {
     "id": "d4b67f3e"
    },
@@ -194,7 +194,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "ffe26e5c",
+   "id": "13",
    "metadata": {
     "id": "ffe26e5c"
    },
@@ -211,7 +211,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "06afd8c7",
+   "id": "14",
    "metadata": {
     "id": "06afd8c7"
    },
@@ -222,7 +222,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "225a6d36",
+   "id": "15",
    "metadata": {
     "id": "225a6d36"
    },
@@ -241,7 +241,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "44d71e8f",
+   "id": "16",
    "metadata": {
     "id": "44d71e8f"
    },
@@ -252,7 +252,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "00e08790",
+   "id": "17",
    "metadata": {
     "id": "00e08790"
    },
@@ -263,7 +263,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "73700fb5",
+   "id": "18",
    "metadata": {
     "id": "73700fb5"
    },
@@ -274,7 +274,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "3e95ee0a",
+   "id": "19",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -283,7 +283,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "04cfc7a8",
+   "id": "20",
    "metadata": {
     "id": "04cfc7a8"
    },
@@ -294,7 +294,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "604a3b2f",
+   "id": "21",
    "metadata": {
     "id": "604a3b2f"
    },
@@ -306,9 +306,6 @@
  ],
  "metadata": {
   "accelerator": "GPU",
-  "colab": {
-   "provenance": []
-  },
   "execution": {
    "timeout": 1200
   },
diff --git a/docs/tutorials/transforms.ipynb b/docs/tutorials/transforms.ipynb
index a7de9f32c69..4aeb12cbb2a 100644
--- a/docs/tutorials/transforms.ipynb
+++ b/docs/tutorials/transforms.ipynb
@@ -693,9 +693,6 @@
  ],
  "metadata": {
   "accelerator": "GPU",
-  "colab": {
-   "provenance": []
-  },
   "execution": {
    "timeout": 1200
   },