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Piecewise curve fitting

This is a simple task of finding a piecewise linear function that best fits a set of observations. In other words, given a set of points, write a simple python function that will estimate the nodes. Points and nodes are shown in gray and red in the attached image ([login to view URL]).

The chosen algorithm should have acceptable accuracy where all the nodes fall within the bounds of the points; and take no more than 80ms to execute. You are free to use any speed optimizations such as numpy vectorization, numba, etc.

Sample data and starter code is provided. [login to view URL] contains points and nodes_X contains nodes.

Habilidades: Python, NumPy, Matemática, Computer Vision, Estatísticas

Sobre o Cliente:
( 0 comentários ) Ottawa, Canada

ID do Projeto: #34847429

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I used numpy a lot when I was taking my numerical methods course in university and I solved similar problems before (check out my github): [login to view URL] Mais

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HelpingHut

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iamhamzazaki

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mykhailodew

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YevgeniySm

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buibrothers27

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daggarwal16

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muhammadfaizan59

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sabayijs

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trostnickovo

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opensysknw

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