moving expt out

Author: avaamini

lab1/solutions/Part1_TensorFlow_Solution.ipynb

@@ -88,7 +88,7 @@
         "First, sign up for a Comet account [at this link](https://www.comet.com/signup?utm_source=mit_dl&utm_medium=partner&utm_content=github\n",
         ") (you can use your Google or Github account). Running this cell will prompt you to enter your API Key, which you can find either in the first 'Get Started with Comet' page or by pressing the '?' in the top right corner and then 'Quickstart Guide' -- it is on the right hand side of the page.\n",
         "\n",
-        "After entering your API key, you will find a unique link taking you to a project page for this project -- which we have named `6.s191_lab1_part1`. Note that you can find your active projects under your home `projects` tab in the Comet web interface."
+        "After entering your API key, you will find a unique link taking you to a project page for this project (i.e., part of the lab) -- which we have named `6.s191_lab1_part1`. Note that you can find your active projects under your home `projects` tab in the Comet web interface."
       ]
     },
     {
@@ -101,10 +101,29 @@
       "source": [
         "%pip install comet_ml\n",
         "import comet_ml\n",
-        "comet_ml.init(project_name=\"6.s191_lab1_part1\")\n",
-        "comet_experiment = comet_ml.Experiment()"
+        "comet_ml.init(project_name=\"6.s191_lab1_part1\")"
       ]
     },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "The core unit of Comet is the [`Experiment`](https://www.comet.com/docs/v2/api-and-sdk/python-sdk/experiment-overview/#experiment), which logs and represents information from a single execution of code -- such as a single run of this notebook, with a single set of hyperparameters. We initiate the experiment here:"
+      ],
+      "metadata": {
+        "id": "Ztpy8Ndf5buR"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "comet_experiment = comet_ml.Experiment()"
+      ],
+      "metadata": {
+        "id": "H2n3qs6j5eKh"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
     {
       "cell_type": "markdown",
       "metadata": {