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並前往https://stackoverflow.com/questions/28127433/fast-shannon-entropy-calculation

Fast Shannon Entropy Calculation - Stack Overflow

Okay, so the answer is that there is no way to do it without calculating the log function, but if you pre-calculate the logs, it's not so bad.

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