Thank you for such a detailed reply. I used savefig and it worked fine but 
when I try to specify the dpi as savefig("myplot2.eps",dpi=300) I get the 
error:
"PyError (PyObject_Call) <type 'exceptions.AssertionError'>

AssertionError()
  File 
"/Applications/anaconda/lib/python2.7/site-packages/matplotlib/backend_bases.py",
 line 2169, in print_figure
    bbox_inches = self.figure.get_tightbbox(renderer)
  File 
"/Applications/anaconda/lib/python2.7/site-packages/matplotlib/figure.py", line 
1564, in get_tightbbox
    _bbox = Bbox.union([b for b in bb if b.width != 0 or b.height != 0])
  File 
"/Applications/anaconda/lib/python2.7/site-packages/matplotlib/transforms.py", 
line 714, in union
    assert(len(bboxes))

 in pyerr_check at /Users/elibby/.julia/PyCall/src/exception.jl:58
 in pycall at /Users/elibby/.julia/PyCall/src/PyCall.jl:85
 in fn at /Users/elibby/.julia/PyCall/src/conversions.jl:181
 in writemime at /Users/elibby/.julia/PyPlot/src/PyPlot.jl:137
 in base64 at base64.jl:125
 in display_dict at /Users/elibby/.julia/IJulia/src/execute_request.jl:30
 in display at /Users/elibby/.julia/IJulia/src/inline.jl:34
 in display at multimedia.jl:151
 in display at /Users/elibby/.julia/IJulia/src/inline.jl:55"



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