diff --git a/README.rst b/README.rst
index 9d90164..dad1d20 100644
--- a/README.rst
+++ b/README.rst
@@ -45,6 +45,13 @@ Requires
 - `Notebook`_ (IPython/Jupyter Notebook)
 - `Metakernel`_
 
+EPS terminal support requires ImageMagick and Wand:
+
+.. code-block:: bash
+
+   brew install imagemagick
+   pip install Wand
+
 
 Documentation
 =============
diff --git a/gnuplot_kernel/epswrapper.py b/gnuplot_kernel/epswrapper.py
new file mode 100644
index 0000000..042fb6c
--- /dev/null
+++ b/gnuplot_kernel/epswrapper.py
@@ -0,0 +1,5 @@
+from wand.image import Image as WImage
+
+class EPS(WImage):
+	def __init__(self, filename):
+		super(EPS, self).__init__(filename=filename)
\ No newline at end of file
diff --git a/gnuplot_kernel/kernel.py b/gnuplot_kernel/kernel.py
index 078912c..a1ef8cc 100644
--- a/gnuplot_kernel/kernel.py
+++ b/gnuplot_kernel/kernel.py
@@ -9,6 +9,7 @@
 
 from .replwrap import GnuplotREPLWrapper, PROMPT
 from .exceptions import GnuplotError
+from .epswrapper import EPS
 
 # This is the only place that the version is
 # specified
@@ -232,6 +233,8 @@ def display_images(self):
         if self.inline_plotting:
             if settings['format'] == 'svg':
                 _Image = SVG
+            elif settings['format'] == 'eps':
+                _Image = EPS
             else:
                 _Image = Image
 
diff --git a/gnuplot_kernel/magics/gnuplot_magic.py b/gnuplot_kernel/magics/gnuplot_magic.py
index 7cf6af3..07f26c0 100644
--- a/gnuplot_kernel/magics/gnuplot_magic.py
+++ b/gnuplot_kernel/magics/gnuplot_magic.py
@@ -48,13 +48,14 @@ def line_gnuplot(self, *args):
         inline_terminals = {'pngcairo': 'png',
                             'png': 'png',
                             'jpeg': 'jpg',
-                            'svg': 'svg'}
+                            'svg': 'svg',
+                            'postscript': 'eps'}
         format = inline_terminals.get(terminal, 'png')
 
         if backend == 'inline':
             if terminal not in inline_terminals:
                 msg = ("For inline plots, the terminal must be "
-                       "one of pngcairo, jpeg, svg or png")
+                       "one of pngcairo, jpeg, svg, png or postscript")
                 raise ValueError(msg)
 
         self.kernel.plot_settings['backend'] = backend