From f7719446290c549ff2ff1f3867cbed96c28be678 Mon Sep 17 00:00:00 2001
From: mzwiessele <ibinbei@gmail.com>
Date: Mon, 23 Mar 2015 08:46:46 +0000
Subject: [PATCH] [optimization] model prints how many parameters there are to
 optimize

---
 GPy/core/model.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/GPy/core/model.py b/GPy/core/model.py
index ad101ec0..0251d58c 100644
--- a/GPy/core/model.py
+++ b/GPy/core/model.py
@@ -402,6 +402,7 @@ class Model(Parameterized):
         model_details = [['<b>Model</b>', self.name + '<br>'],
                          ['<b>Log-likelihood</b>', '{}<br>'.format(float(self.log_likelihood()))],
                          ["<b>Number of Parameters</b>", '{}<br>'.format(self.size)],
+                         ["<b>Number of Optimization Parameters</b>", '{}<br>'.format(self._size_transformed())],
                          ["<b>Updates</b>", '{}<br>'.format(self._update_on)],
                          ]
         from operator import itemgetter
@@ -419,6 +420,7 @@ class Model(Parameterized):
         model_details = [['Name', self.name],
                          ['Log-likelihood', '{}'.format(float(self.log_likelihood()))],
                          ["Number of Parameters", '{}'.format(self.size)],
+                         ["Number of Optimization Parameters", '{}'.format(self._size_transformed())],
                          ["Updates", '{}'.format(self._update_on)],
                          ]
         from operator import itemgetter