precommit again✨

Author: mjhajharia

examples/case_studies/hierarchical_partial_pooling.ipynb

@@ -5,7 +5,7 @@
    "metadata": {},
    "source": [
     ":::{post} Oct 07, 2021\n",
-    ":tags: hierarchical model\n",
+    ":tags: hierarchical model, pymc3.Beta, pymc3.Binomial, pymc3.Deterministic, pymc3.Exponential, pymc3.Model, pymc3.Uniform\n",
     ":category: intermediate\n",
     ":::"
    ]
@@ -65,12 +65,12 @@
     }
    ],
    "source": [
-    "import theano.tensor as tt\n",
     "import arviz as az\n",
     "import matplotlib.pyplot as plt\n",
     "import numpy as np\n",
     "import pandas as pd\n",
     "import pymc3 as pm\n",
+    "import theano.tensor as tt\n",
     "\n",
     "%matplotlib inline"
    ]
@@ -135,7 +135,7 @@
    "outputs": [],
    "source": [
     "N = len(hits)\n",
-    "player_names = data['FirstName'] + ' ' + data['LastName']\n",
+    "player_names = data[\"FirstName\"] + \" \" + data[\"LastName\"]\n",
     "coords = {\"player_names\": player_names.tolist()}\n",
     "\n",
     "with pm.Model(coords=coords) as baseball_model:\n",