From a058bc5a74f76c59e72ab06fa98e8ca2c19cb8e4 Mon Sep 17 00:00:00 2001
From: Arnu Pretorius <arnupretorius@gmail.com>
Date: Thu, 31 Aug 2017 14:33:49 +0200
Subject: [PATCH] Fixed minor error in Bayes theorem

---
 practical5.ipynb | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/practical5.ipynb b/practical5.ipynb
index 22391e9..481a665 100644
--- a/practical5.ipynb
+++ b/practical5.ipynb
@@ -125,7 +125,7 @@
         "\"Evidence? Of what?,\" you might ask. Bayes's theorem states that\n",
         "\n",
         "\\begin{align}\n",
-        "p_{\\theta}(z|x) & = \\frac{p_{\\theta}(z|x) \\, p(z)}{p_{\\theta}(x)} \\\\\n",
+        "p_{\\theta}(z|x) & = \\frac{p_{\\theta}(x|z) \\, p(z)}{p_{\\theta}(x)} \\\\\n",
         "\\textrm{posterior} & = \\frac{\\textrm{likelihood} \\times \\textrm{prior}}{\\textrm{evidence (or marginal likelihood)}}\n",
         "\\end{align}\n",
         "\n",