On this page, we have collected links to resources we have found useful.
Online Resources
The official Web site of our book:
For information on Python, you can go right to the source:
Python 2: https://docs.python.org/2/
Python 3: https://docs.python.org/3.4/
The Matplotlib Web site offers a gallery of demonstrations with source code:
A text by David Pine:
A text by A. Downey:
Technical Report of the EuroScipy Tutorial Team:
A counterpart to A Student’s Guide to Python covers similar techniques, but with the MATLAB programming language. (Philip Nelson and Tom Dodson, 2015):
Print Resources
A Primer on Scientific Programming with Python (4th edition) by H.P. Langtangen. Springer. (2014)
Physical Models of Living Systems by Philip Nelson. W. H. Freeman and Company. (2015)
Learn Python the Hard Way: A Very Simple Introduction to the Terrifyingly Beautiful World of Computers and Code (3rd edition) by Zed Shaw. Addison-Wesley (2014)
Computational Physics: Problem Solving with Computers (3rd edition) by R.H. Landau, M.J. Parez, and C.C. Bordeianu. Wiley-VCH Verlag GmbH & Company (2012)
A Student’s Guide to Data and Error Analysis by H.J.C. Berendsen. Cambridge University Press. (2011)
Python Scientific Lecture Notes by V. Haenel, E. Gouillart, and G. Varoquaux. (2013)
Python for Biologists: A Complete Programming Course for Beginners by M. James. Amazon CreateSpace. (2013)
Computing for Biologists: Python Programming and Principles by R. Libeskind-Hadas and E. Bush. Cambridge University Press. (2014)
Python Pocket Reference (5th edition) by M. Lutz. O’Reilly Media Inc. (2014)
Computational Physics (revised and expanded edition) by M. Newman. Amazon CreateSpace. (2013)
IPython: A system for interactive scientific computing. F. Perez and B.E. Granger. Computing in Science and Engineering 9(3), 21–29. (2007)
Ten simple rules for better figures. W.P. Rougier, M. Droettboom, and P.E. Bourne. PLOS Computational Biology 10(9), e1003833. (2014)
Avoiding twisted pixels: Ethical guidelines for the appropriate use and manipulation of scientific digital images. D.W. Cromey. Science and Engineering Ethics 16(4), 639–667. (2010)
Optimal matrix rigidity for stress-fibre polarization in stem cells. A. Zemel, et al. Nature Physics 6(6), 468–473. (2010)
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