minor work on consistency with gpCAM

lbl-camera · Jun 7, 2024 · 2cb4fc0 · 2cb4fc0
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diff --git a/docs/source/examples/MultiTaskTest.ipynb b/docs/source/examples/MultiTaskTest.ipynb
@@ -401,7 +401,11 @@
     "\n",
     "#third task\n",
     "mean3 = my_gp2.posterior_mean(x_pred3D, x_out = np.zeros((1)) + 2)[\"f(x)\"]\n",
-    "var3 =  my_gp2.posterior_covariance(x_pred3D, x_out = np.zeros((1))+2)[\"v(x)\"]"
+    "var3 =  my_gp2.posterior_covariance(x_pred3D, x_out = np.zeros((1))+2)[\"v(x)\"]\n",
+    "\n",
+    "##we could have also called for all tasks\n",
+    "#mean = my_gp2.posterior_mean(x_pred3D, x_out = np.array([0,1,2]))[\"f(x)\"]\n",
+    "#var =  my_gp2.posterior_covariance(x_pred3D, x_out = np.array([0,1,2]))[\"v(x)\"]"
    ]
   },
   {

diff --git a/examples/MultiTaskTest.ipynb b/examples/MultiTaskTest.ipynb
@@ -401,7 +401,11 @@
     "\n",
     "#third task\n",
     "mean3 = my_gp2.posterior_mean(x_pred3D, x_out = np.zeros((1)) + 2)[\"f(x)\"]\n",
-    "var3 =  my_gp2.posterior_covariance(x_pred3D, x_out = np.zeros((1))+2)[\"v(x)\"]"
+    "var3 =  my_gp2.posterior_covariance(x_pred3D, x_out = np.zeros((1))+2)[\"v(x)\"]\n",
+    "\n",
+    "##we could have also called for all tasks\n",
+    "#mean = my_gp2.posterior_mean(x_pred3D, x_out = np.array([0,1,2]))[\"f(x)\"]\n",
+    "#var =  my_gp2.posterior_covariance(x_pred3D, x_out = np.array([0,1,2]))[\"v(x)\"]"
    ]
   },
   {