Dear Racketeers,

I, as a programmer in the area of numerics, just evolved to the state
where the following task seem reasonable to work on:

- I need to take (or invent) some DSL for numerical computations.
All I need is: variables and functions, vectors, loops,
arithmetics on numbers and vectors, sin/cos/log/expt and friends,
and some very trivial linear algebra (3x3 matrices basically).

- I need to wrote equations in this DSL and convert them to high-speed
C. While Racket's JIT does a great job, it does lack things that
modern C compilers have, like OpenMP, SSE/AVX instructions,
restricted pointers and such. Even without all this, C code is
1.5x-2x faster according to my experience.

- I need to take derivatives of equations that I wrote in my DSL,
symbolically, and have them converted to C too.


I suspect I am not the only one who wants that.
There must be some work already done.
What would you advise to start with?


A quick search gave me the following:

Honu      https://docs.racket-lang.org/honu/
Magnolisp http://magnolisp.github.io/
RAI       http://zwizwa.be/rai/

What do you think is the most appropriate for the task?
Is there anything else?


Many thanks in advance


Regards,

Dmitry

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