compute arbitrary precision on large matrices

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Sympy's applyfunc gets really slow on matrices, though it does compute to arbitrary precision. Is there any alternative to compute the same function on many values both fast and to arbitrary precision?

I was using numpy first before I encountered that I need arbitrary precision, which numpy does not support. But it is really fast with vectorized functions.

Any language and tool appreciated.

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