December 2016
Intermediate to advanced
332 pages
6h 2m
English
book
Scientific Computing with Python 3
by Claus Führer, Claus Fuhrer, Jan Erik Solem, Olivier Verdier
Content preview from Scientific Computing with Python 3
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Exercises
Ex. 1 → Two matrices A, B are called similar, if there exists a matrix S, such that B = S-1 A S. A and B have the same eigenvalues. Write a test checking that two matrices are similar, by comparing their eigenvalues. Is it a functional or a unit test?
Ex. 2 → Create two vectors of large dimension. Compare the execution time of various ways to compute their dot product:
- SciPy function:
dot(v,w) - Generator and sum:
sum((x*y for x,y in zip(v,w))) - Comprehensive list and sum:
sum([x*y for x,y in zip(v,w)])
Ex. 3 → Let u be a vector. The vector v with components
is called a moving average of u. Determine which of the two alternatives to ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.