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Projects in Awesome Lists tagged with reproducing-kernel-hilbert-space

A curated list of projects in awesome lists tagged with reproducing-kernel-hilbert-space .

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https://github.com/392781/neural-laplace

Empirical analysis of the Laplace and neural tangent kernel reproducing kernel Hilbert space (RKHS)

laplace-kernel neural-tangent-kernel ntk reproducing-kernel reproducing-kernel-hilbert-space rkhs

Last synced: 13 Oct 2024

https://github.com/himanshuvnm/generalized-gaussian-radial-basis-function-in-artificial-intelligence-matlab

This is the recent work of my on the importance and application of mathematical function around its Hilbert function theory on artificial intelligence algorithms. The main motivation was the desire of improving the convergence rate and learning rate of various learning algorithms via Generalized Gaussian Radial Basis Function.

activation-functions artificial-intelligence deep-learning deep-neural-networks gaussian-process-regression image-recognition kernel-regression machine-learning-algorithms neural-network reproducing-kernel-hilbert-space support-vector-machine

Last synced: 06 Nov 2024

https://github.com/himanshuvnm/limited-data-acquisition-julia

This research work is about Limited Data Acquisition for the real life physical experiment of fluid flow across cylinder based on Kernelized Extended Dynamic Mode Decomposition by incorporating Gaussian Random Matrix Theory and Laplacian Kernel Function Hilbert space.

dynamic-mode-decomposition gaussian-random-vector julia-language koopman-operator-theory laplacian-kernel random-matrix-theory reproducing-kernel-hilbert-space

Last synced: 21 Nov 2024