Merge pull request #37 from canyon289/05_instructor

Add ArviZ to 05 instructor

Author: ericmjl

notebooks/05-instructor-two-group-comparison-finches.ipynb

@@ -13,6 +13,7 @@
     "import seaborn as sns\n",
     "import numpy as np\n",
     "from utils import ECDF\n",
+    "import arviz as az\n",
     "\n",
     "%load_ext autoreload\n",
     "%autoreload 2\n",
@@ -161,7 +162,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "traces = pm.traceplot(trace)"
+    "traces = az.plot_trace(trace)"
    ]
   },
   {
@@ -177,7 +178,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "pm.forestplot(trace, varnames=['mean'])"
+    "az.plot_forest(trace, var_names=['mean'])"
    ]
   },
   {
@@ -294,9 +295,9 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "bayesian-modelling-tutorial",
+   "display_name": "Python 3",
    "language": "python",
-   "name": "bayesian-modelling-tutorial"
+   "name": "python3"
   },
   "language_info": {
    "codemirror_mode": {
@@ -308,7 +309,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.6"
+   "version": "3.6.8"
   }
  },
  "nbformat": 4,