Maths Behind Equihash

I would love to understand the math behing equihash , can anyone elucidate the curious.

Here you go, dive in:

https://www.internetsociety.org/sites/default/files/blogs-media/equihash-asymmetric-proof-of-work-based-generalized-birthday-problem.pdf

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I tried to look on it , but got confused english is not my native language , what i wanted its the actuall formula implemented