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Generation of numerical arrays following specific probability distributions such as Gamma or Weibull.
Distinct from Numerical Array Generation: Candidates focus on testing-specific typed arrays or arbitrary random generators, not scientific statistical distributions.
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xtensor is a C++ multidimensional array library for numerical computing that provides N-dimensional containers with an interface mirroring the NumPy API. It utilizes a lazy evaluation expression engine to defer numerical computations until assignment, which minimizes memory allocations and intermediate copies. The library features a foreign memory array adaptor that allows it to wrap external buffers, such as NumPy arrays, to perform numerical operations in-place without duplicating data. It further optimizes performance through lazy broadcasting and a system that manages the lifetime of temp
Produces random floating-point arrays sampled from Gamma and Weibull distributions.