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vnmabus avatar vnmabus commented on June 23, 2024

It seems that an overflow occurs in the last case, as I obtain the following warning:

/home/carlos/Programas/Utilidades/Lenguajes/miniconda3/envs/fda311/lib/python3.11/site-packages/dcor/_dcor_internals.py:188: RuntimeWarning: overflow encountered in scalar multiply
  third_term = a_total_sum * b_total_sum / n_samples

I will check if it is possible to avoid it when I have a moment.

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vnmabus avatar vnmabus commented on June 23, 2024

I added a possible fix in #60. Note that converting to floating point arrays is still preferable, because the AVL implementation is compiled in that case.

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vnmabus avatar vnmabus commented on June 23, 2024

I will merge #60. Note that this can STILL overflow, specially in Windows where the default integer type (used for integer reductions, if the original type was smaller) has only 32 bits. As mentioned before, converting to floating point is preferred.

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