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(KANs part 1) An introduction to B-splines

rohangautam.github.io · 4,991 words · saved by 1 readers

Let's talk about B-splines, a popular approximation and interpolation curve, and the workhorse of the Kolmogorov-Arnold network

(KANs part 1) An introduction to B-splines Skip to main content (KANs part 1) An introduction to B-splines 18 June 2024 machine learning , splines , KAN In this blog series, I'll be going through the technical details involved in understanding Kolmogorov-Arnold Networks - a new type of machine learning architecture which has gotten significant attention lately due to it's several advantages over MLPs(Multi Layer Perceptrons), such as interpretability and avoiding catastrophic forgetting to name a few. Table of Contents: In part one of this series, let's build our understanding from the ground

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