Merge pull request #22 from CloudChaoszero/replace-pymc3-arviz-plots_part8

Replacing PyMC3 plots w/ Arviz plots & sigma Param change [Part 8]

Author: twiecki

Diff for: examples/survival_analysis/bayes_param_survival_pymc3.ipynb

@@ -532,7 +532,7 @@
     }
    ],
    "source": [
-    "pm.plot_posterior(trace, var_names=[\"beta\"], color=\"#87ceeb\");"
+    "az.plot_posterior(trace, var_names=[\"beta\"], color=\"#87ceeb\");"
    ]
   },
   {
@@ -552,7 +552,7 @@
     }
    ],
    "source": [
-    "pm.autocorrplot(trace, var_names=[\"beta\"]);"
+    "az.plot_autocorr(trace, var_names=[\"beta\"]);"
    ]
   },
   {
@@ -734,7 +734,7 @@
     }
    ],
    "source": [
-    "pm.forestplot(time_varying_trace, var_names=[\"beta\"]);"
+    "az.plot_forest(time_varying_trace, var_names=[\"beta\"]);"
    ]
   },
   {
@@ -974,7 +974,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.2"
+   "version": "3.8.5"
   }
  },
  "nbformat": 4,