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Advanced computing on FPGA

I am an absolute beginner in the FPGA topic.For example, are there commands for matrix multiplication, eigenvectors/eigenvalues, differentiation and integration, optimization, approximation, interpolation, etc. It is clear that all these calculations can be broken down into addition/subtraction/multiplication/division, knowing the algorithms for solving a particular operation. But I would still like to work at some more or less high level. Or is FPGA mathematics limited to binary arithmetic and nothing more?