typos and formatting

Author: juanitorduz

examples/generalized_linear_models/GLM-out-of-sample-predictions.ipynb

@@ -79,7 +79,6 @@
     "import patsy\n",
     "import pymc3 as pm\n",
     "\n",
-    "from pymc3 import distributions as pm_dists\n",
     "from pymc3 import glm\n",
     "\n",
     "plt.rcParams[\"figure.figsize\"] = [7, 6]\n",
@@ -90,7 +89,7 @@
    "source": [
     "## Generate Sample Data\n",
     "\n",
-    "We want to fit a logistic regression model where there is a multiplicative interacton between two numerical features."
+    "We want to fit a logistic regression model where there is a multiplicative interaction between two numerical features."
    ],
    "cell_type": "markdown",
    "metadata": {}
@@ -847,4 +846,4 @@
    ]
   }
  ]
-}
+}