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A simple simulation of Kaczmarz algorithm which I believed inspired modern day optimization methods in machine/deep learning.

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kaczmarz-algorithm

A simple simulation of Kaczmarz algorithm which I believe inspired modern day optimization methods in machine/deep learning.

Based on the book:
[1] Avedyan, Eduard. Learning Systems. London: Springer, 1995.

In this simulation, the program is trying to optimize 5 targeted weights with the values:
0.2, 0.3, 0.4, 0.5, 0.6

It can be seen that the algorithm manages to obtain the targeted weights after approximately 50 steps. ScreenShot

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A simple simulation of Kaczmarz algorithm which I believed inspired modern day optimization methods in machine/deep learning.

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