Merge pull request #45 from aloctavodia/consolidation

Remove extra cell from Chapter 3 Consolidation

Author: canyon289

exercises/Chapter3.ipynb

@@ -1848,39 +1848,6 @@
     "For weights up until around ~50 units the polynomial fit looks good. However past that point the curve starts dropping dropping. Inuitively this does not make sense, that as people weigh more their height increases, until a certain point it starts dropping again. This phenonema is not a property of our data, but of our model choice. Polynomial functions always have to make N-1 turns, where N is the degree of the polynomial. This doesn't necessarily make our model useless, it seems to do a good job in certain parts of the domain, but as a statistical modeler its up to you to understand the tools in your toolbox and the tradeoffs of each."
    ]
   },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "# Chapter 3 Part 3 Exercises"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import os\n",
-    "import matplotlib.pyplot as plt\n",
-    "import numpy as np\n",
-    "import pandas as pd\n",
-    "from pandas.plotting import parallel_coordinates\n",
-    "from scipy import stats\n",
-    "import arviz as az\n",
-    "import pymc3 as pm\n",
-    "from IPython.display import SVG, display"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "az.style.use('arviz-darkgrid')"
-   ]
-  },
   {
    "cell_type": "markdown",
    "metadata": {},