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Python Data Plotting and Visualisation Extravaganza

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Guy K. Kloss
Guy K. Kloss

Slides of the talk as held on 7 November 2009 at Kiwi PyCon 2009 in Christchurch.

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2D Tools 3D Tools Python Data Plotting and Visualisation Extravaganza Guy K. Kloss Computer Science Massey University, Albany (first ever) Kiwi PyCon Christchurch 7 November 2009 Guy K. Kloss | Python Live Plotting 1/17
2D Tools 3D Tools Outline 1 2D Tools 2 3D Tools Guy K. Kloss | Python Live Plotting 2/17
2D Tools 3D Tools Outline 1 2D Tools 2 3D Tools Guy K. Kloss | Python Live Plotting 3/17
2D Tools 3D Tools Gnuplot “Godfather of plotting tools” fast well known quite easy to use runs in separate process not embeddable Guy K. Kloss | Python Live Plotting 4/17
2D Tools 3D Tools matplotlib most used “modern” Python plotting tool more overhead to use also features a MATLAB like API plays well with many GUI tool kits (embeddable) Guy K. Kloss | Python Live Plotting 5/17
2D Tools 3D Tools Honorary Mentions RPy Chaco GracePlot Guy K. Kloss | Python Live Plotting 6/17
2D Tools 3D Tools Outline 1 2D Tools 2 3D Tools Guy K. Kloss | Python Live Plotting 7/17
2D Tools 3D Tools Mayavi most excellent 3D plotting tool developed/sponsored by Enthought plays well with many GUI tool kits (embeddable) default (wx) GUI slow, Qt4 backend much faster Guy K. Kloss | Python Live Plotting 8/17
2D Tools 3D Tools Mayavi for Irregular Samples Guy K. Kloss | Python Live Plotting 9/17
2D Tools 3D Tools Visual Python Not a plotting tool very fast, very easy to use (current) issues with installs very polluted name space Guy K. Kloss | Python Live Plotting 10/17
2D Tools 3D Tools A Web Cam Image Guy K. Kloss | Python Live Plotting 11/17
2D Tools 3D Tools Chart Data Samples Guy K. Kloss | Python Live Plotting 12/17
2D Tools 3D Tools Multi-Dimensional Curve Fitting Guy K. Kloss | Python Live Plotting 13/17
2D Tools 3D Tools Quiver Plot VPython/OpenGL Rendered Guy K. Kloss | Python Live Plotting 14/17
2D Tools 3D Tools Quiver Plot POVray Rendered Guy K. Kloss | Python Live Plotting 15/17
2D Tools 3D Tools Mayavi “visual” Module VPython “clone” built on top of Mayavi not nearly as fast not nearly as feature complete Guy K. Kloss | Python Live Plotting 16/17
2D Tools 3D Tools Questions? G.Kloss@massey.ac.nz Guy K. Kloss | Python Live Plotting 17/17

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Python Data Plotting and Visualisation Extravaganza

  • 1. 2D Tools 3D Tools Python Data Plotting and Visualisation Extravaganza Guy K. Kloss Computer Science Massey University, Albany (first ever) Kiwi PyCon Christchurch 7 November 2009 Guy K. Kloss | Python Live Plotting 1/17
  • 2. 2D Tools 3D Tools Outline 1 2D Tools 2 3D Tools Guy K. Kloss | Python Live Plotting 2/17
  • 3. 2D Tools 3D Tools Outline 1 2D Tools 2 3D Tools Guy K. Kloss | Python Live Plotting 3/17
  • 4. 2D Tools 3D Tools Gnuplot “Godfather of plotting tools” fast well known quite easy to use runs in separate process not embeddable Guy K. Kloss | Python Live Plotting 4/17
  • 5. 2D Tools 3D Tools matplotlib most used “modern” Python plotting tool more overhead to use also features a MATLAB like API plays well with many GUI tool kits (embeddable) Guy K. Kloss | Python Live Plotting 5/17
  • 6. 2D Tools 3D Tools Honorary Mentions RPy Chaco GracePlot Guy K. Kloss | Python Live Plotting 6/17
  • 7. 2D Tools 3D Tools Outline 1 2D Tools 2 3D Tools Guy K. Kloss | Python Live Plotting 7/17
  • 8. 2D Tools 3D Tools Mayavi most excellent 3D plotting tool developed/sponsored by Enthought plays well with many GUI tool kits (embeddable) default (wx) GUI slow, Qt4 backend much faster Guy K. Kloss | Python Live Plotting 8/17
  • 9. 2D Tools 3D Tools Mayavi for Irregular Samples Guy K. Kloss | Python Live Plotting 9/17
  • 10. 2D Tools 3D Tools Visual Python Not a plotting tool very fast, very easy to use (current) issues with installs very polluted name space Guy K. Kloss | Python Live Plotting 10/17
  • 11. 2D Tools 3D Tools A Web Cam Image Guy K. Kloss | Python Live Plotting 11/17
  • 12. 2D Tools 3D Tools Chart Data Samples Guy K. Kloss | Python Live Plotting 12/17
  • 13. 2D Tools 3D Tools Multi-Dimensional Curve Fitting Guy K. Kloss | Python Live Plotting 13/17
  • 14. 2D Tools 3D Tools Quiver Plot VPython/OpenGL Rendered Guy K. Kloss | Python Live Plotting 14/17
  • 15. 2D Tools 3D Tools Quiver Plot POVray Rendered Guy K. Kloss | Python Live Plotting 15/17
  • 16. 2D Tools 3D Tools Mayavi “visual” Module VPython “clone” built on top of Mayavi not nearly as fast not nearly as feature complete Guy K. Kloss | Python Live Plotting 16/17
  • 17. 2D Tools 3D Tools Questions? G.Kloss@massey.ac.nz Guy K. Kloss | Python Live Plotting 17/17