Created using Colaboratory

Author: mitzimorris

jupyter/covid-inf-rate/SantaClara_CmdStanPy.ipynb

@@ -6,7 +6,7 @@
       "name": "SantaClara_CmdStanPy.ipynb",
       "provenance": [],
       "collapsed_sections": [],
-      "authorship_tag": "ABX9TyO+4ndiPqTmNPOOEqDioYv+",
+      "authorship_tag": "ABX9TyN1oagX6vCOD9nEfpF/t/vS",
       "include_colab_link": true
     },
     "kernelspec": {
@@ -512,13 +512,85 @@
       "execution_count": 0,
       "outputs": []
     },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "vGBOK0c4ekFv",
+        "colab_type": "text"
+      },
+      "source": [
+        "### Play around with the models and data\n",
+        "\n",
+        "If you want to play around with your models and data, you can do so using Colab's `file.upload` utility."
+      ]
+    },
     {
       "cell_type": "code",
       "metadata": {
         "id": "nZh7IS4fl8VM",
         "colab_type": "code",
         "colab": {}
       },
+      "source": [
+        "from google.colab import files"
+      ],
+      "execution_count": 0,
+      "outputs": []
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "V38jwvTvfbtQ",
+        "colab_type": "text"
+      },
+      "source": [
+        "The `files.upload()` function allows you to choose files on your machine to upload. It returns a Python dictionary which is a map of filenames to their contents."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "QCjxWPoKfVoE",
+        "colab_type": "code",
+        "colab": {}
+      },
+      "source": [
+        "uploaded = files.upload()\n",
+        "uploaded"
+      ],
+      "execution_count": 0,
+      "outputs": []
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "50vnyQN3gObz",
+        "colab_type": "text"
+      },
+      "source": [
+        "The uploaded files are also saved into the current working directory, so you can refer to them directly by filename. Therefore, once you've uploaded a new Stan program file, you can use this colab notebook to fit your model to the data."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "POhsju4ffld2",
+        "colab_type": "code",
+        "colab": {}
+      },
+      "source": [
+        "!ls -lt | head -3"
+      ],
+      "execution_count": 0,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "w5zVoY_8gTF7",
+        "colab_type": "code",
+        "colab": {}
+      },
       "source": [
         ""
       ],