From 495dd97c775896288c29e34d89c30cd04a9f7d83 Mon Sep 17 00:00:00 2001
From: jlstevens <jlstevens@ed.ac.uk>
Date: Tue, 27 Jun 2017 11:50:57 +0100
Subject: [PATCH] Replaced broken markdown links in elements/matplotlib

---
 examples/reference/elements/matplotlib/Area.ipynb        | 2 +-
 examples/reference/elements/matplotlib/Arrow.ipynb       | 2 +-
 examples/reference/elements/matplotlib/Bars.ipynb        | 2 +-
 examples/reference/elements/matplotlib/Bounds.ipynb      | 2 +-
 examples/reference/elements/matplotlib/Box.ipynb         | 2 +-
 examples/reference/elements/matplotlib/BoxWhisker.ipynb  | 2 +-
 examples/reference/elements/matplotlib/Contours.ipynb    | 2 +-
 examples/reference/elements/matplotlib/Curve.ipynb       | 2 +-
 examples/reference/elements/matplotlib/Ellipse.ipynb     | 2 +-
 examples/reference/elements/matplotlib/ErrorBars.ipynb   | 2 +-
 examples/reference/elements/matplotlib/HLine.ipynb       | 2 +-
 examples/reference/elements/matplotlib/HSV.ipynb         | 2 +-
 examples/reference/elements/matplotlib/HeatMap.ipynb     | 2 +-
 examples/reference/elements/matplotlib/Histogram.ipynb   | 2 +-
 examples/reference/elements/matplotlib/Image.ipynb       | 2 +-
 examples/reference/elements/matplotlib/ItemTable.ipynb   | 2 +-
 examples/reference/elements/matplotlib/Path.ipynb        | 2 +-
 examples/reference/elements/matplotlib/Points.ipynb      | 2 +-
 examples/reference/elements/matplotlib/Polygons.ipynb    | 2 +-
 examples/reference/elements/matplotlib/QuadMesh.ipynb    | 2 +-
 examples/reference/elements/matplotlib/RGB.ipynb         | 2 +-
 examples/reference/elements/matplotlib/Raster.ipynb      | 2 +-
 examples/reference/elements/matplotlib/Scatter.ipynb     | 2 +-
 examples/reference/elements/matplotlib/Scatter3D.ipynb   | 2 +-
 examples/reference/elements/matplotlib/Spikes.ipynb      | 2 +-
 examples/reference/elements/matplotlib/Spline.ipynb      | 2 +-
 examples/reference/elements/matplotlib/Spread.ipynb      | 2 +-
 examples/reference/elements/matplotlib/Surface.ipynb     | 2 +-
 examples/reference/elements/matplotlib/Table.ipynb       | 2 +-
 examples/reference/elements/matplotlib/Text.ipynb        | 2 +-
 examples/reference/elements/matplotlib/Trisurface.ipynb  | 2 +-
 examples/reference/elements/matplotlib/VLine.ipynb       | 2 +-
 examples/reference/elements/matplotlib/VectorField.ipynb | 2 +-
 33 files changed, 33 insertions(+), 33 deletions(-)

diff --git a/examples/reference/elements/matplotlib/Area.ipynb b/examples/reference/elements/matplotlib/Area.ipynb
index 9c56f1943b..5b53fc916e 100644
--- a/examples/reference/elements/matplotlib/Area.ipynb
+++ b/examples/reference/elements/matplotlib/Area.ipynb
@@ -8,7 +8,7 @@
     "<dl class=\"dl-horizontal\">\n",
     "  <dt>Title</dt> <dd> Area Element</dd>\n",
     "  <dt>Dependencies</dt> <dd>Matplotlib</dd>\n",
-    "  <dt>Backends</dt> <dd>[Matplotlib](./Area.ipynb)</dd> <dd>[Bokeh](../bokeh/Area.ipynb)</dd>\n",
+    "  <dt>Backends</dt> <dd><a href='./Area.ipynb'>Matplotlib</a></dd> <dd><a href='../bokeh/Area.ipynb'>Bokeh</a></dd>\n",
     "</dl>\n",
     "</div>"
    ]
diff --git a/examples/reference/elements/matplotlib/Arrow.ipynb b/examples/reference/elements/matplotlib/Arrow.ipynb
index 25f25cb78b..c8536b0bb3 100644
--- a/examples/reference/elements/matplotlib/Arrow.ipynb
+++ b/examples/reference/elements/matplotlib/Arrow.ipynb
@@ -8,7 +8,7 @@
     "<dl class=\"dl-horizontal\">\n",
     "  <dt>Title</dt> <dd> Arrow</dd>\n",
     "  <dt>Dependencies</dt> <dd>Matplotlib</dd>\n",
-    "  <dt>Backends</dt> <dd>[Matplotlib](./Arrow.ipynb)</dd>\n",
+    "  <dt>Backends</dt> <dd><a href='./Arrow.ipynb'>Matplotlib</a></dd>\n",
     "</dl>\n",
     "</div>"
    ]
diff --git a/examples/reference/elements/matplotlib/Bars.ipynb b/examples/reference/elements/matplotlib/Bars.ipynb
index 5731148e51..d4f084efe6 100644
--- a/examples/reference/elements/matplotlib/Bars.ipynb
+++ b/examples/reference/elements/matplotlib/Bars.ipynb
@@ -8,7 +8,7 @@
     "<dl class=\"dl-horizontal\">\n",
     "  <dt>Title</dt> <dd> Bars Element</dd>\n",
     "  <dt>Dependencies</dt> <dd>Matplotlib</dd>\n",
-    "  <dt>Backends</dt> <dd>[Matplotlib](./Bars.ipynb)</dd> <dd>[Bokeh](../bokeh/Bars.ipynb)</dd>\n",
+    "  <dt>Backends</dt> <dd><a href='./Bars.ipynb'>Matplotlib</a></dd> <dd><a href='../bokeh/Bars.ipynb'>Bokeh</a></dd>\n",
     "</dl>\n",
     "</div>"
    ]
diff --git a/examples/reference/elements/matplotlib/Bounds.ipynb b/examples/reference/elements/matplotlib/Bounds.ipynb
index 2e225f2363..567010751b 100644
--- a/examples/reference/elements/matplotlib/Bounds.ipynb
+++ b/examples/reference/elements/matplotlib/Bounds.ipynb
@@ -8,7 +8,7 @@
     "<dl class=\"dl-horizontal\">\n",
     "  <dt>Title</dt> <dd> Bounds Element</dd>\n",
     "  <dt>Dependencies</dt> <dd>Matplotlib</dd>\n",
-    "  <dt>Backends</dt> <dd>[Matplotlib](./Bounds.ipynb)</dd> <dd>[Bokeh](../bokeh/Bounds.ipynb)</dd>\n",
+    "  <dt>Backends</dt> <dd><a href='./Bounds.ipynb'>Matplotlib</a></dd> <dd><a href='../bokeh/Bounds.ipynb'>Bokeh</a></dd>\n",
     "</dl>\n",
     "</div>"
    ]
diff --git a/examples/reference/elements/matplotlib/Box.ipynb b/examples/reference/elements/matplotlib/Box.ipynb
index 96713da2ff..ce84e8e16b 100644
--- a/examples/reference/elements/matplotlib/Box.ipynb
+++ b/examples/reference/elements/matplotlib/Box.ipynb
@@ -8,7 +8,7 @@
     "<dl class=\"dl-horizontal\">\n",
     "  <dt>Title</dt> <dd> Box Element</dd>\n",
     "  <dt>Dependencies</dt> <dd>Matplotlib</dd>\n",
-    "  <dt>Backends</dt> <dd>[Matplotlib](./Box.ipynb)</dd> <dd>[Bokeh](../bokeh/Box.ipynb)</dd>\n",
+    "  <dt>Backends</dt> <dd><a href='./Box.ipynb'>Matplotlib</a></dd> <dd><a href='../bokeh/Box.ipynb'>Bokeh</a></dd>\n",
     "</dl>\n",
     "</div>"
    ]
diff --git a/examples/reference/elements/matplotlib/BoxWhisker.ipynb b/examples/reference/elements/matplotlib/BoxWhisker.ipynb
index f2bca46fe4..3c2dfc2e9f 100644
--- a/examples/reference/elements/matplotlib/BoxWhisker.ipynb
+++ b/examples/reference/elements/matplotlib/BoxWhisker.ipynb
@@ -8,7 +8,7 @@
     "<dl class=\"dl-horizontal\">\n",
     "  <dt>Title</dt> <dd> BoxWhisker Element</dd>\n",
     "  <dt>Dependencies</dt> <dd>Matplotlib</dd>\n",
-    "  <dt>Backends</dt> <dd>[Matplotlib](./BoxWhisker.ipynb)</dd> <dd>[Bokeh](../bokeh/BoxWhisker.ipynb)</dd>\n",
+    "  <dt>Backends</dt> <dd><a href='./BoxWhisker.ipynb'>Matplotlib</a></dd> <dd><a href='../bokeh/BoxWhisker.ipynb'>Bokeh</a></dd>\n",
     "</dl>\n",
     "</div>"
    ]
diff --git a/examples/reference/elements/matplotlib/Contours.ipynb b/examples/reference/elements/matplotlib/Contours.ipynb
index b7730686bc..ec214aa799 100644
--- a/examples/reference/elements/matplotlib/Contours.ipynb
+++ b/examples/reference/elements/matplotlib/Contours.ipynb
@@ -8,7 +8,7 @@
     "<dl class=\"dl-horizontal\">\n",
     "  <dt>Title</dt> <dd> Contours Element</dd>\n",
     "  <dt>Dependencies</dt> <dd>Matplotlib</dd>\n",
-    "  <dt>Backends</dt> <dd>[Matplotlib](./Contours.ipynb)</dd> <dd>[Bokeh](../bokeh/Contours.ipynb)</dd>\n",
+    "  <dt>Backends</dt> <dd><a href='./Contours.ipynb'>Matplotlib</a></dd> <dd><a href='../bokeh/Contours.ipynb'>Bokeh</a></dd>\n",
     "</dl>\n",
     "</div>"
    ]
diff --git a/examples/reference/elements/matplotlib/Curve.ipynb b/examples/reference/elements/matplotlib/Curve.ipynb
index cd6892410f..7a59cf9aa7 100644
--- a/examples/reference/elements/matplotlib/Curve.ipynb
+++ b/examples/reference/elements/matplotlib/Curve.ipynb
@@ -8,7 +8,7 @@
     "<dl class=\"dl-horizontal\">\n",
     "  <dt>Title</dt> <dd> Curve Element</dd>\n",
     "  <dt>Dependencies</dt> <dd>Matplotlib</dd>\n",
-    "  <dt>Backends</dt> <dd>[Matplotlib](./Curve.ipynb)</dd> <dd>[Bokeh](../bokeh/Curve.ipynb)</dd>\n",
+    "  <dt>Backends</dt> <dd><a href='./Curve.ipynb'>Matplotlib</a></dd> <dd><a href='../bokeh/Curve.ipynb'>Bokeh</a></dd>\n",
     "</dl>\n",
     "</div>"
    ]
diff --git a/examples/reference/elements/matplotlib/Ellipse.ipynb b/examples/reference/elements/matplotlib/Ellipse.ipynb
index 15defcc78c..a2ed72ab65 100644
--- a/examples/reference/elements/matplotlib/Ellipse.ipynb
+++ b/examples/reference/elements/matplotlib/Ellipse.ipynb
@@ -8,7 +8,7 @@
     "<dl class=\"dl-horizontal\">\n",
     "  <dt>Title</dt> <dd> Ellipse Element</dd>\n",
     "  <dt>Dependencies</dt> <dd>Matplotlib</dd>\n",
-    "  <dt>Backends</dt> <dd>[Matplotlib](./Ellipse.ipynb)</dd> <dd>[Bokeh](../bokeh/Ellipse.ipynb)</dd>\n",
+    "  <dt>Backends</dt> <dd><a href='./Ellipse.ipynb'>Matplotlib</a></dd> <dd><a href='../bokeh/Ellipse.ipynb'>Bokeh</a></dd>\n",
     "</dl>\n",
     "</div>"
    ]
diff --git a/examples/reference/elements/matplotlib/ErrorBars.ipynb b/examples/reference/elements/matplotlib/ErrorBars.ipynb
index 67b660dafc..3df7b6031a 100644
--- a/examples/reference/elements/matplotlib/ErrorBars.ipynb
+++ b/examples/reference/elements/matplotlib/ErrorBars.ipynb
@@ -8,7 +8,7 @@
     "<dl class=\"dl-horizontal\">\n",
     "  <dt>Title</dt> <dd> ErrorBars Element</dd>\n",
     "  <dt>Dependencies</dt> <dd>Matplotlib</dd>\n",
-    "  <dt>Backends</dt> <dd>[Matplotlib](./ErrorBars.ipynb)</dd> <dd>[Bokeh](../bokeh/ErrorBars.ipynb)</dd>\n",
+    "  <dt>Backends</dt> <dd><a href='./ErrorBars.ipynb'>Matplotlib</a></dd> <dd><a href='../bokeh/ErrorBars.ipynb'>Bokeh</a></dd>\n",
     "</dl>\n",
     "</div>"
    ]
diff --git a/examples/reference/elements/matplotlib/HLine.ipynb b/examples/reference/elements/matplotlib/HLine.ipynb
index 905f2dd4d3..3e21119e83 100644
--- a/examples/reference/elements/matplotlib/HLine.ipynb
+++ b/examples/reference/elements/matplotlib/HLine.ipynb
@@ -8,7 +8,7 @@
     "<dl class=\"dl-horizontal\">\n",
     "  <dt>Title</dt> <dd> HLine Element</dd>\n",
     "  <dt>Dependencies</dt> <dd>Matplotlib</dd>\n",
-    "  <dt>Backends</dt> <dd>[Matplotlib](./HLine.ipynb)</dd> <dd>[Bokeh](../bokeh/HLine.ipynb)</dd>\n",
+    "  <dt>Backends</dt> <dd><a href='./HLine.ipynb'>Matplotlib</a></dd> <dd><a href='../bokeh/HLine.ipynb'>Bokeh</a></dd>\n",
     "</dl>\n",
     "</div>"
    ]
diff --git a/examples/reference/elements/matplotlib/HSV.ipynb b/examples/reference/elements/matplotlib/HSV.ipynb
index 32f6a1abd6..a78a674236 100644
--- a/examples/reference/elements/matplotlib/HSV.ipynb
+++ b/examples/reference/elements/matplotlib/HSV.ipynb
@@ -8,7 +8,7 @@
     "<dl class=\"dl-horizontal\">\n",
     "  <dt>Title</dt> <dd> HSV Element</dd>\n",
     "  <dt>Dependencies</dt> <dd>Matplotlib</dd>\n",
-    "  <dt>Backends</dt> <dd>[Matplotlib](./HSV.ipynb)</dd> <dd>[Bokeh](../bokeh/HSV.ipynb)</dd>\n",
+    "  <dt>Backends</dt> <dd><a href='./HSV.ipynb'>Matplotlib</a></dd> <dd><a href='../bokeh/HSV.ipynb'>Bokeh</a></dd>\n",
     "</dl>\n",
     "</div>"
    ]
diff --git a/examples/reference/elements/matplotlib/HeatMap.ipynb b/examples/reference/elements/matplotlib/HeatMap.ipynb
index 1a84b65efc..e078cd01c7 100644
--- a/examples/reference/elements/matplotlib/HeatMap.ipynb
+++ b/examples/reference/elements/matplotlib/HeatMap.ipynb
@@ -8,7 +8,7 @@
     "<dl class=\"dl-horizontal\">\n",
     "  <dt>Title</dt> <dd> HeatMap Element</dd>\n",
     "  <dt>Dependencies</dt> <dd>Matplotlib</dd>\n",
-    "  <dt>Backends</dt> <dd>[Matplotlib](./HeatMap.ipynb)</dd> <dd>[Bokeh](../bokeh/HeatMap.ipynb)</dd>\n",
+    "  <dt>Backends</dt> <dd><a href='./HeatMap.ipynb'>Matplotlib</a></dd> <dd><a href='../bokeh/HeatMap.ipynb'>Bokeh</a></dd>\n",
     "</dl>\n",
     "</div>"
    ]
diff --git a/examples/reference/elements/matplotlib/Histogram.ipynb b/examples/reference/elements/matplotlib/Histogram.ipynb
index 4d5b63e598..5d53bf345e 100644
--- a/examples/reference/elements/matplotlib/Histogram.ipynb
+++ b/examples/reference/elements/matplotlib/Histogram.ipynb
@@ -8,7 +8,7 @@
     "<dl class=\"dl-horizontal\">\n",
     "  <dt>Title</dt> <dd> Histogram Element</dd>\n",
     "  <dt>Dependencies</dt> <dd>Matplotlib</dd>\n",
-    "  <dt>Backends</dt> <dd>[Matplotlib](./Histogram.ipynb)</dd> <dd>[Bokeh](../bokeh/Histogram.ipynb)</dd>\n",
+    "  <dt>Backends</dt> <dd><a href='./Histogram.ipynb'>Matplotlib</a></dd> <dd><a href='../bokeh/Histogram.ipynb'>Bokeh</a></dd>\n",
     "</dl>\n",
     "</div>"
    ]
diff --git a/examples/reference/elements/matplotlib/Image.ipynb b/examples/reference/elements/matplotlib/Image.ipynb
index b02c29ccad..bffc0705dd 100644
--- a/examples/reference/elements/matplotlib/Image.ipynb
+++ b/examples/reference/elements/matplotlib/Image.ipynb
@@ -8,7 +8,7 @@
     "<dl class=\"dl-horizontal\">\n",
     "  <dt>Title</dt> <dd> Image Element</dd>\n",
     "  <dt>Dependencies</dt> <dd>Matplotlib</dd>\n",
-    "  <dt>Backends</dt> <dd>[Matplotlib](./Image.ipynb)</dd> <dd>[Bokeh](../bokeh/Image.ipynb)</dd>\n",
+    "  <dt>Backends</dt> <dd><a href='./Image.ipynb'>Matplotlib</a></dd> <dd><a href='../bokeh/Image.ipynb'>Bokeh</a></dd>\n",
     "</dl>\n",
     "</div>"
    ]
diff --git a/examples/reference/elements/matplotlib/ItemTable.ipynb b/examples/reference/elements/matplotlib/ItemTable.ipynb
index 9d9544c6b4..198ffc1951 100644
--- a/examples/reference/elements/matplotlib/ItemTable.ipynb
+++ b/examples/reference/elements/matplotlib/ItemTable.ipynb
@@ -8,7 +8,7 @@
     "<dl class=\"dl-horizontal\">\n",
     "  <dt>Title</dt> <dd> ItemTable Element</dd>\n",
     "  <dt>Dependencies</dt> <dd>Matplotlib</dd>\n",
-    "  <dt>Backends</dt> <dd>[Matplotlib](./ItemTable.ipynb)</dd> <dd>[Bokeh](../bokeh/ItemTable.ipynb)</dd>\n",
+    "  <dt>Backends</dt> <dd><a href='./ItemTable.ipynb'>Matplotlib</a></dd> <dd><a href='../bokeh/ItemTable.ipynb'>Bokeh</a></dd>\n",
     "</dl>\n",
     "</div>"
    ]
diff --git a/examples/reference/elements/matplotlib/Path.ipynb b/examples/reference/elements/matplotlib/Path.ipynb
index ce9e42f11c..67d9696ef1 100644
--- a/examples/reference/elements/matplotlib/Path.ipynb
+++ b/examples/reference/elements/matplotlib/Path.ipynb
@@ -8,7 +8,7 @@
     "<dl class=\"dl-horizontal\">\n",
     "  <dt>Title</dt> <dd> Path Element</dd>\n",
     "  <dt>Dependencies</dt> <dd>Matplotlib</dd>\n",
-    "  <dt>Backends</dt> <dd>[Matplotlib](./Path.ipynb)</dd> <dd>[Bokeh](../bokeh/Path.ipynb)</dd>\n",
+    "  <dt>Backends</dt> <dd><a href='./Path.ipynb'>Matplotlib</a></dd> <dd><a href='../bokeh/Path.ipynb'>Bokeh</a></dd>\n",
     "</dl>\n",
     "</div>"
    ]
diff --git a/examples/reference/elements/matplotlib/Points.ipynb b/examples/reference/elements/matplotlib/Points.ipynb
index b003dddad2..babe75c1e9 100644
--- a/examples/reference/elements/matplotlib/Points.ipynb
+++ b/examples/reference/elements/matplotlib/Points.ipynb
@@ -8,7 +8,7 @@
     "<dl class=\"dl-horizontal\">\n",
     "  <dt>Title</dt> <dd> Points Element</dd>\n",
     "  <dt>Dependencies</dt> <dd>Matplotlib</dd>\n",
-    "  <dt>Backends</dt> <dd>[Matplotlib](./Points.ipynb)</dd> <dd>[Bokeh](../bokeh/Points.ipynb)</dd>\n",
+    "  <dt>Backends</dt> <dd><a href='./Points.ipynb'>Matplotlib</a></dd> <dd><a href='../bokeh/Points.ipynb'>Bokeh</a></dd>\n",
     "</dl>\n",
     "</div>"
    ]
diff --git a/examples/reference/elements/matplotlib/Polygons.ipynb b/examples/reference/elements/matplotlib/Polygons.ipynb
index 8105094bab..669bbc0eb3 100644
--- a/examples/reference/elements/matplotlib/Polygons.ipynb
+++ b/examples/reference/elements/matplotlib/Polygons.ipynb
@@ -8,7 +8,7 @@
     "<dl class=\"dl-horizontal\">\n",
     "  <dt>Title</dt> <dd> Polygons Element</dd>\n",
     "  <dt>Dependencies</dt> <dd>Matplotlib</dd>\n",
-    "  <dt>Backends</dt> <dd>[Matplotlib](./Polygons.ipynb)</dd> <dd>[Bokeh](../bokeh/Polygons.ipynb)</dd>\n",
+    "  <dt>Backends</dt> <dd><a href='./Polygons.ipynb'>Matplotlib</a></dd> <dd><a href='../bokeh/Polygons.ipynb'>Bokeh</a></dd>\n",
     "</dl>\n",
     "</div>"
    ]
diff --git a/examples/reference/elements/matplotlib/QuadMesh.ipynb b/examples/reference/elements/matplotlib/QuadMesh.ipynb
index 14b5992a91..0de495d910 100644
--- a/examples/reference/elements/matplotlib/QuadMesh.ipynb
+++ b/examples/reference/elements/matplotlib/QuadMesh.ipynb
@@ -8,7 +8,7 @@
     "<dl class=\"dl-horizontal\">\n",
     "  <dt>Title</dt> <dd> QuadMesh Element</dd>\n",
     "  <dt>Dependencies</dt> <dd>Matplotlib</dd>\n",
-    "  <dt>Backends</dt> <dd>[Matplotlib](./QuadMesh.ipynb)</dd> <dd>[Bokeh](../bokeh/QuadMesh.ipynb)</dd>\n",
+    "  <dt>Backends</dt> <dd><a href='./QuadMesh.ipynb'>Matplotlib</a></dd> <dd><a href='../bokeh/QuadMesh.ipynb'>Bokeh</a></dd>\n",
     "</dl>\n",
     "</div>"
    ]
diff --git a/examples/reference/elements/matplotlib/RGB.ipynb b/examples/reference/elements/matplotlib/RGB.ipynb
index dc9bcb459c..256fa86cba 100644
--- a/examples/reference/elements/matplotlib/RGB.ipynb
+++ b/examples/reference/elements/matplotlib/RGB.ipynb
@@ -8,7 +8,7 @@
     "<dl class=\"dl-horizontal\">\n",
     "  <dt>Title</dt> <dd> RGB Element</dd>\n",
     "  <dt>Dependencies</dt> <dd>Matplotlib</dd>\n",
-    "  <dt>Backends</dt> <dd>[Matplotlib](./RGB.ipynb)</dd> <dd>[Bokeh](../bokeh/RGB.ipynb)</dd>\n",
+    "  <dt>Backends</dt> <dd><a href='./RGB.ipynb'>Matplotlib</a></dd> <dd><a href='../bokeh/RGB.ipynb'>Bokeh</a></dd>\n",
     "</dl>\n",
     "</div>"
    ]
diff --git a/examples/reference/elements/matplotlib/Raster.ipynb b/examples/reference/elements/matplotlib/Raster.ipynb
index c0f4a6ac31..bc9b96427b 100644
--- a/examples/reference/elements/matplotlib/Raster.ipynb
+++ b/examples/reference/elements/matplotlib/Raster.ipynb
@@ -8,7 +8,7 @@
     "<dl class=\"dl-horizontal\">\n",
     "  <dt>Title</dt> <dd> Raster Element</dd>\n",
     "  <dt>Dependencies</dt> <dd>Matplotlib</dd>\n",
-    "  <dt>Backends</dt> <dd>[Matplotlib](./Raster.ipynb)</dd> <dd>[Bokeh](../bokeh/Raster.ipynb)</dd>\n",
+    "  <dt>Backends</dt> <dd><a href='./Raster.ipynb'>Matplotlib</a></dd> <dd><a href='../bokeh/Raster.ipynb'>Bokeh</a></dd>\n",
     "</dl>\n",
     "</div>"
    ]
diff --git a/examples/reference/elements/matplotlib/Scatter.ipynb b/examples/reference/elements/matplotlib/Scatter.ipynb
index 288ce79be2..150adbea5e 100644
--- a/examples/reference/elements/matplotlib/Scatter.ipynb
+++ b/examples/reference/elements/matplotlib/Scatter.ipynb
@@ -8,7 +8,7 @@
     "<dl class=\"dl-horizontal\">\n",
     "  <dt>Title</dt> <dd> Scatter Element</dd>\n",
     "  <dt>Dependencies</dt> <dd>Matplotlib</dd>\n",
-    "  <dt>Backends</dt> <dd>[Matplotlib](./Scatter.ipynb)</dd> <dd>[Bokeh](../bokeh/Scatter.ipynb)</dd>\n",
+    "  <dt>Backends</dt> <dd><a href='./Scatter.ipynb'>Matplotlib</a></dd> <dd><a href='../bokeh/Scatter.ipynb'>Bokeh</a></dd>\n",
     "</dl>\n",
     "</div>"
    ]
diff --git a/examples/reference/elements/matplotlib/Scatter3D.ipynb b/examples/reference/elements/matplotlib/Scatter3D.ipynb
index f2f76f620e..d6d0000293 100644
--- a/examples/reference/elements/matplotlib/Scatter3D.ipynb
+++ b/examples/reference/elements/matplotlib/Scatter3D.ipynb
@@ -8,7 +8,7 @@
     "<dl class=\"dl-horizontal\">\n",
     "  <dt>Title</dt> <dd> Scatter3D Element</dd>\n",
     "  <dt>Dependencies</dt> <dd>Matplotlib</dd>\n",
-    "  <dt>Backends</dt> <dd>[Matplotlib](../matplotlib/Image.ipynb)</dd>\n",
+    "  <dt>Backends</dt> <dd><a href='../matplotlib/Image.ipynb'>Matplotlib</a></dd>\n",
     "\n",
     "</dl>\n",
     "</div>"
diff --git a/examples/reference/elements/matplotlib/Spikes.ipynb b/examples/reference/elements/matplotlib/Spikes.ipynb
index d0e91bd222..1854672926 100644
--- a/examples/reference/elements/matplotlib/Spikes.ipynb
+++ b/examples/reference/elements/matplotlib/Spikes.ipynb
@@ -8,7 +8,7 @@
     "<dl class=\"dl-horizontal\">\n",
     "  <dt>Title</dt> <dd> Spikes Element</dd>\n",
     "  <dt>Dependencies</dt> <dd>Matplotlib</dd>\n",
-    "  <dt>Backends</dt> <dd>[Matplotlib](./Spikes.ipynb)</dd> <dd>[Bokeh](../bokeh/Spikes.ipynb)</dd>\n",
+    "  <dt>Backends</dt> <dd><a href='./Spikes.ipynb'>Matplotlib</a></dd> <dd><a href='../bokeh/Spikes.ipynb'>Bokeh</a></dd>\n",
     "</dl>\n",
     "</div>"
    ]
diff --git a/examples/reference/elements/matplotlib/Spline.ipynb b/examples/reference/elements/matplotlib/Spline.ipynb
index 8a11aacd9b..b9692b5334 100644
--- a/examples/reference/elements/matplotlib/Spline.ipynb
+++ b/examples/reference/elements/matplotlib/Spline.ipynb
@@ -8,7 +8,7 @@
     "<dl class=\"dl-horizontal\">\n",
     "  <dt>Title</dt> <dd> Spline Element</dd>\n",
     "  <dt>Dependencies</dt> <dd>Matplotlib</dd>\n",
-    "  <dt>Backends</dt> <dd>[Matplotlib](./Spline.ipynb)</dd> <dd>[Bokeh](../bokeh/Spline.ipynb)</dd>\n",
+    "  <dt>Backends</dt> <dd><a href='./Spline.ipynb'>Matplotlib</a></dd> <dd><a href='../bokeh/Spline.ipynb'>Bokeh</a></dd>\n",
     "</dl>\n",
     "</div>"
    ]
diff --git a/examples/reference/elements/matplotlib/Spread.ipynb b/examples/reference/elements/matplotlib/Spread.ipynb
index fd7f80825a..83691f9194 100644
--- a/examples/reference/elements/matplotlib/Spread.ipynb
+++ b/examples/reference/elements/matplotlib/Spread.ipynb
@@ -8,7 +8,7 @@
     "<dl class=\"dl-horizontal\">\n",
     "  <dt>Title</dt> <dd> Spread Element</dd>\n",
     "  <dt>Dependencies</dt> <dd>Matplotlib</dd>\n",
-    "  <dt>Backends</dt> <dd>[Matplotlib](./Spread.ipynb)</dd> <dd>[Bokeh](../bokeh/Spread.ipynb)</dd>\n",
+    "  <dt>Backends</dt> <dd><a href='./Spread.ipynb'>Matplotlib</a></dd> <dd><a href='../bokeh/Spread.ipynb'>Bokeh</a></dd>\n",
     "</dl>\n",
     "</div>"
    ]
diff --git a/examples/reference/elements/matplotlib/Surface.ipynb b/examples/reference/elements/matplotlib/Surface.ipynb
index 1dae93f4eb..e386d59a27 100644
--- a/examples/reference/elements/matplotlib/Surface.ipynb
+++ b/examples/reference/elements/matplotlib/Surface.ipynb
@@ -8,7 +8,7 @@
     "<dl class=\"dl-horizontal\">\n",
     "  <dt>Title</dt> <dd> Surface Element</dd>\n",
     "  <dt>Dependencies</dt> <dd>Matplotlib</dd>\n",
-    "  <dt>Backends</dt> <dd>[Matplotlib](../matplotlib/Surface.ipynb)</dd>\n",
+    "  <dt>Backends</dt> <dd><a href='../matplotlib/Surface.ipynb'>Matplotlib</a></dd>\n",
     "\n",
     "</dl>\n",
     "</div>"
diff --git a/examples/reference/elements/matplotlib/Table.ipynb b/examples/reference/elements/matplotlib/Table.ipynb
index 2377305e57..9ad03eef0d 100644
--- a/examples/reference/elements/matplotlib/Table.ipynb
+++ b/examples/reference/elements/matplotlib/Table.ipynb
@@ -8,7 +8,7 @@
     "<dl class=\"dl-horizontal\">\n",
     "  <dt>Title</dt> <dd> Table Element</dd>\n",
     "  <dt>Dependencies</dt> <dd>Matplotlib</dd>\n",
-    "  <dt>Backends</dt> <dd>[Matplotlib](./Table.ipynb)</dd> <dd>[Bokeh](../bokeh/Table.ipynb)</dd>\n",
+    "  <dt>Backends</dt> <dd><a href='./Table.ipynb'>Matplotlib</a></dd> <dd><a href='../bokeh/Table.ipynb'>Bokeh</a></dd>\n",
     "</dl>\n",
     "</div>"
    ]
diff --git a/examples/reference/elements/matplotlib/Text.ipynb b/examples/reference/elements/matplotlib/Text.ipynb
index b988bae866..bd2b1dcf55 100644
--- a/examples/reference/elements/matplotlib/Text.ipynb
+++ b/examples/reference/elements/matplotlib/Text.ipynb
@@ -8,7 +8,7 @@
     "<dl class=\"dl-horizontal\">\n",
     "  <dt>Title</dt> <dd> Text Element</dd>\n",
     "  <dt>Dependencies</dt> <dd>Matplotlib</dd>\n",
-    "  <dt>Backends</dt> <dd>[Matplotlib](./Text.ipynb)</dd> <dd>[Bokeh](../bokeh/Text.ipynb)</dd>\n",
+    "  <dt>Backends</dt> <dd><a href='./Text.ipynb'>Matplotlib</a></dd> <dd><a href='../bokeh/Text.ipynb'>Bokeh</a></dd>\n",
     "</dl>\n",
     "</div>"
    ]
diff --git a/examples/reference/elements/matplotlib/Trisurface.ipynb b/examples/reference/elements/matplotlib/Trisurface.ipynb
index f472f435a1..3ed7f407de 100644
--- a/examples/reference/elements/matplotlib/Trisurface.ipynb
+++ b/examples/reference/elements/matplotlib/Trisurface.ipynb
@@ -8,7 +8,7 @@
     "<dl class=\"dl-horizontal\">\n",
     "  <dt>Title</dt> <dd> Trisurface Element</dd>\n",
     "  <dt>Dependencies</dt> <dd>Matplotlib</dd>\n",
-    "  <dt>Backends</dt> <dd>[Matplotlib](../matplotlib/Trisurface.ipynb)</dd>\n",
+    "  <dt>Backends</dt> <dd><a href='../matplotlib/Trisurface.ipynb'>Matplotlib</a></dd>\n",
     "\n",
     "</dl>\n",
     "</div>"
diff --git a/examples/reference/elements/matplotlib/VLine.ipynb b/examples/reference/elements/matplotlib/VLine.ipynb
index 687a96a197..e27fe1c2b2 100644
--- a/examples/reference/elements/matplotlib/VLine.ipynb
+++ b/examples/reference/elements/matplotlib/VLine.ipynb
@@ -8,7 +8,7 @@
     "<dl class=\"dl-horizontal\">\n",
     "  <dt>Title</dt> <dd> VLine Element</dd>\n",
     "  <dt>Dependencies</dt> <dd>Matplotlib</dd>\n",
-    "  <dt>Backends</dt> <dd>[Matplotlib](./VLine.ipynb)</dd> <dd>[Bokeh](../bokeh/VLine.ipynb)</dd>\n",
+    "  <dt>Backends</dt> <dd><a href='./VLine.ipynb'>Matplotlib</a></dd> <dd><a href='../bokeh/VLine.ipynb'>Bokeh</a></dd>\n",
     "</dl>\n",
     "</div>"
    ]
diff --git a/examples/reference/elements/matplotlib/VectorField.ipynb b/examples/reference/elements/matplotlib/VectorField.ipynb
index 62c6d63b99..b8b109e970 100644
--- a/examples/reference/elements/matplotlib/VectorField.ipynb
+++ b/examples/reference/elements/matplotlib/VectorField.ipynb
@@ -8,7 +8,7 @@
     "<dl class=\"dl-horizontal\">\n",
     "  <dt>Title</dt> <dd> VectorField Element</dd>\n",
     "  <dt>Dependencies</dt> <dd>Matplotlib</dd>\n",
-    "  <dt>Backends</dt> <dd>[Matplotlib](./VectorField.ipynb)</dd> <dd>[Bokeh](../bokeh/VectorField.ipynb)</dd>\n",
+    "  <dt>Backends</dt> <dd><a href='./VectorField.ipynb'>Matplotlib</a></dd> <dd><a href='../bokeh/VectorField.ipynb'>Bokeh</a></dd>\n",
     "</dl>\n",
     "</div>"
    ]