Evaluate multiple expressions against same dataset

[Sushant Sharma Chaudhary]

Hi Everyone,

I have 9200 symbolic expressions i need to test against same data point. Is there a faster way to do this other than one at a time. 

The opposite 1 expression and N data points is easy using lambdify. 

I really need to boost the performance of my algorithm. Any suggestions will be helpful.

Sushant

[Aaron Meurer]

You can pass multiple expressions to lambdify at once if you pass them as a list. If you use cse=True the performance can be improved if the expressions have common subexpressions among them.

Other than that I would recommend doing this and using numba.njit() or numba.njit(parallel=True) on the lambdified function.

Aaron Meurer

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[Sushant Sharma Chaudhary]

Thank you very much!
It really helped with the performance. Much appreciated.