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Why Python is Better than Matlab for Scientific Software (metarabbit.wordpress.com)
18 points by mathattack on June 25, 2014 | hide | past | favorite | 2 comments


The argument that Python is "second best in more things" seems like a poor one to me, because it doesn't account for the size of the gap between first and second in some cases.

For one anecdote - during my PhD studies, I knew Python very well, and spent a week or two working with and around SciPy's not-quite-complete stats libraries. Eventually I threw in the towel, used Python as a preprocessor to create CSV files and got it all done in R in a couple of hours of REPL time, with no prior exposure to R.

I'm sure there are thousands of counter examples in which Python stomps all over R for stats analysis, but for my particular use case and set of data, the difference between the best tool and the second best was astonishing.


With Rpy, you could have done it even from Python, calling R seamlessly and without data copy.




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