ntk 开源项目推荐（26 个）

tfjgeorge /nngeometry

PyTorch 中的 {KFAC,EKFAC,Diagonal,Implicit} Fisher 矩阵与有限宽度 NTK

VITA-Group /TENAS

[ICLR 2021] Wuyang Chen、Xinyu Gong、Zhangyang Wang 的“Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective”

imbue-bit /NS-NTK

Official implementation for the paper: Deep Learning under Continuous Distribution Shift: The Non-Stationary NTK and Spectral Tracking SDE for Quantitative Finance

KaiyuanZh /OrthogLinearBackdoor

[Oakland 2024] Exploring the Orthogonality and Linearity of Backdoor Attacks

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

f-dangel /einconv

Convolutions and more as einsum for PyTorch

luizinhoh2o1 /ntk

Neural Token Killer - semantic compression proxy for Claude Code (Rust)

TimoFlesch /NeuralTangentKernel

A Python implementation of the Neural Tangent Kernel (jacot et al, 2018)

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

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.

AlbertDominguez /infinite-width-NNs

Infinite-width neural networks from a practical point of view

392781 /neural-laplace

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

RogerRogerUSC /ZO-Learning-Dynamics

[ICML 2026] Learning Dynamics of Zeroth-Order Optimization: A Kernel Perspective

FrankCCCCC /DL_DB_Quick_Note

A collection of papers & notes in deep learning and database.

hongbeng49 /NTK-VA

Code used for the paper "Valuation of Variable Annuity Portfolios using Finite and Infinite Width Neural Networks".

GuruAnalytics /TNLA-2026-Analysis

Tamil Nadu Legislative Assembly Elections 2026 Analysis

stilxam /equintk

A JAX+EQUINOX implementation of NTK and NNGP calculations as https://github.com/google/neural-tangents was archived while still buggy

hari7261 /Quantum-Banking-System

Quantum Banking System combines cutting-edge AI technology with modern banking features to provide an unparalleled financial management experience.

LuEilers /surrogate-gradient-ntk

Code and simulation results for the paper "A generalized neural tangent kernel for surrogate gradient learning" published at NeurIPS 2024 (Spotlight)