Topic: "ntk"
tfjgeorge/nngeometry
{KFAC,EKFAC,Diagonal,Implicit} Fisher Matrices and finite width NTKs in PyTorch
Language: Python - Size: 25.3 MB - Last synced at: 13 days ago - Pushed at: 14 days ago - Stars: 214 - Forks: 24
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
Language: Python - Size: 216 KB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 167 - Forks: 31
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
Language: Python - Size: 250 KB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 26 - Forks: 4
392781/scikit-ntk
Neural Tangent Kernel (NTK) module for the scikit-learn library
Language: Python - Size: 61.5 KB - Last synced at: 26 days ago - Pushed at: 8 months ago - Stars: 25 - Forks: 0
KaiyuanZh/OrthogLinearBackdoor
[IEEE S&P 2024] Exploring the Orthogonality and Linearity of Backdoor Attacks
Language: Python - Size: 50.8 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 21 - Forks: 2
f-dangel/einconv
Convolutions and more as einsum for PyTorch
Language: Python - Size: 250 KB - Last synced at: 2 months ago - Pushed at: 12 months ago - Stars: 15 - Forks: 1
TimoFlesch/NeuralTangentKernel
A Python implementation of the Neural Tangent Kernel (jacot et al, 2018)
Language: Jupyter Notebook - Size: 1.32 MB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 1
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
Language: Python - Size: 543 KB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 0
thisiskeanyvy/ntk-ultra-compression
NTK Ultra-Compression est un logiciel de compression de fichiers qui vise à réduire au maximum la taille des fichiers indépendamment du temps.
Language: Rust - Size: 3.08 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 5 - Forks: 1
AlbertDominguez/infinite-width-NNs
Infinite-width neural networks from a practical point of view
Language: Python - Size: 10.7 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 0
392781/neural-laplace
Empirical analysis of the Laplace and neural tangent kernel reproducing kernel Hilbert space (RKHS)
Language: Jupyter Notebook - Size: 191 MB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 0
Clever-co/Quantum-Banking-System
Quantum Banking System combines cutting-edge AI technology with modern banking features to provide an unparalleled financial management experience.
Size: 1.95 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0
hari7261/Quantum-Banking-System
Quantum Banking System combines cutting-edge AI technology with modern banking features to provide an unparalleled financial management experience.
Language: Python - Size: 12.7 KB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0
hongbeng49/NTK-VA
Code used for the paper "Valuation of Variable Annuity Portfolios using Finite and Infinite Width Neural Networks".
Language: Jupyter Notebook - Size: 52.2 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0
AsmaaEssamSultan/Natural-Language-Processing-Specialization
My assignments of the Natural Language Processing Specialization provided by DeepLearning.AI
Language: Jupyter Notebook - Size: 135 KB - Last synced at: 6 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
FrankCCCCC/DL_DB_Quick_Note
A collection of papers & notes in deep learning and database.
Language: HTML - Size: 1.41 GB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0
