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This video discusses how to use various techniques to speed up Python code. The author demonstrates how to use cuda to speed up a map calculation, and how to use a clustering algorithm called main shift to find the average distance between points. He also explains how to use partial function application to simplify code.
In this video, the instructor explains how to use the Torch programming language to rewrite the two Norm equation. This equation describes the distance between two points in terms of the absolute value of the difference in x and y coordinates. The lesson then goes on to discuss how to calculate a weighted average using Python. Finally, the student discusses how Cuda can be used to speed up a mean shift operation.
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