Re:Julia v1.3
by xenonite on Tuesday November 26, 2019 @09:02AM
(#21638307)
So, you obtained a 5x speedup of the whole package compared to the Python version with some Fortran extensions?
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Re:Julia v1.3
by montalbano on Tuesday November 26, 2019 @09:41AM
(#21638612)
Yes.
And for anyone wondering about the state of the Julia package ecosystem compared to Python, someone had already written the main two packages we needed in Julia (for Mittag-Leffler computation and Inverse Laplace computation). At that time there was no Mittag-Leffler implemented in Python or SciPy that I could find.
I could also add that we were computing integral equations with Mittag-Leffler function in the Kernels so in worst cases we needed O(n^2) calls to Mittag-Leffler function where n could be O(10^5).