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Projects in Awesome Lists tagged with ntk

A curated list of projects in awesome lists tagged with ntk .

https://github.com/tfjgeorge/nngeometry

{KFAC,EKFAC,Diagonal,Implicit} Fisher Matrices and finite width NTKs in PyTorch

ek-fac ekfac fim fisher-information-matrix gram jacobian k-fac kfac neural-tangent-kernel ntk pytorch tangent

Last synced: 16 Dec 2024

https://github.com/vita-group/tenas

[ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, Zhangyang Wang

darts-space linear-region nas-bench-201 neural-architecture-search ntk

Last synced: 20 Dec 2024

https://github.com/392781/scikit-ntk

Neural Tangent Kernel (NTK) module for the scikit-learn library

kernel-methods machine-learning neural-tangent-kernel ntk scikit scikit-learn

Last synced: 13 Oct 2024

https://github.com/vita-group/tegnas

"Understanding and Accelerating Neural Architecture Search with Training-Free and Theory-Grounded Metrics" by Wuyang Chen, Xinyu Gong, Yunchao Wei, Humphrey Shi, Zhicheng Yan, Yi Yang, and Zhangyang Wang

darts-space evolutionary-algorithms generalization linear-region nas-bench-201 neural-architecture-search ntk reinforcement-learning

Last synced: 16 Nov 2024

https://github.com/vita-group/architecture_convergence

[Neurips 2022] "Deep Architecture Connectivity Matters for Its Convergence: A Fine-Grained Analysis" by Wuyang Chen*, Wei Huang*, Xinyu Gong, Boris Hanin, Zhangyang Wang

convergence-analysis neural-architectures ntk

Last synced: 16 Nov 2024

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