描述
⋅ A low cost function to down sample a array.
specially useful for pattern recognition algorithms.
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⋅ fixed a oversight in the algo x_x.
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⋅ added comments
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⋅ updated algo, there is a inherited gap at the last data slice, were the leftover values are averaged down.