ntk
There are 13 repositories under ntk topic.
tfjgeorge/nngeometry
{KFAC,EKFAC,Diagonal,Implicit} Fisher Matrices and finite width NTKs in PyTorch
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
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
392781/scikit-ntk
Neural Tangent Kernel (NTK) module for the scikit-learn library
KaiyuanZh/OrthogLinearBackdoor
[IEEE S&P 2024] Exploring the Orthogonality and Linearity of Backdoor Attacks
f-dangel/einconv
Convolutions and more as einsum for PyTorch
TimoFlesch/NeuralTangentKernel
A Python implementation of the Neural Tangent Kernel (jacot et al, 2018)
AlbertDominguez/infinite-width-NNs
Infinite-width neural networks from a practical point of view
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
392781/neural-laplace
Empirical analysis of the Laplace and neural tangent kernel reproducing kernel Hilbert space (RKHS)
FrankCCCCC/DL_DB_Quick_Note
A collection of papers & notes in deep learning and database.
AsmaaEssamSultan/Natural-Language-Processing-Specialization
My assignments of the Natural Language Processing Specialization provided by DeepLearning.AI
vrhovnik/ntk-2024-demos
NTK 2024 demos and additional information