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Speedup NumPy Methods 25x With Bottleneck
NumPy's methods are already highly optimized for performance. Yer, here's how you can further speed them up.
Bottleneck provides a suite of optimized implementations of NumPy methods.
Bottleneck is especially efficient for arrays with NaN values where performance boost can reach up to 100-120x.
Find more info here: Bottleneck.
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Find the code for my tips here: GitHub.