thegregyang / NTK4A
Code for the paper: "Tensor Programs II: Neural Tangent Kernel for Any Architecture"
☆97Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for NTK4A
- Convolutional Neural Tangent Kernel☆107Updated 5 years ago
- NTK reading group☆85Updated 4 years ago
- Repository containing Pytorch code for EKFAC and K-FAC perconditioners.☆140Updated last year
- ☆66Updated 5 years ago
- Neural Tangent Kernel Papers☆92Updated 8 months ago
- Hessian spectral density estimation in TF and Jax☆115Updated 4 years ago
- ☆59Updated 3 years ago
- {KFAC,EKFAC,Diagonal,Implicit} Fisher Matrices and finite width NTKs in PyTorch☆206Updated last month
- Code accompanying our paper "Feature Learning in Infinite-Width Neural Networks" (https://arxiv.org/abs/2011.14522)☆58Updated 3 years ago
- ☆153Updated 2 years ago
- Pytorch implementation of KFAC and E-KFAC (Natural Gradient).☆127Updated 5 years ago
- Code for experiments in my blog post on the Neural Tangent Kernel: https://eigentales.com/NTK☆166Updated 4 years ago
- ☆119Updated 5 months ago
- Code for "The Intrinsic Dimension of Images and Its Impact on Learning" - ICLR 2021 Spotlight https://openreview.net/forum?id=XJk19XzGq2J☆65Updated 6 months ago
- Discrete Normalizing Flows implemented in PyTorch☆107Updated 3 years ago
- paper lists and information on mean-field theory of deep learning☆75Updated 5 years ago
- Towards Understanding Sharpness-Aware Minimization [ICML 2022]☆35Updated 2 years ago
- Code for the article "What if Neural Networks had SVDs?", to be presented as a spotlight paper at NeurIPS 2020.☆69Updated 3 months ago
- Tilted Empirical Risk Minimization (ICLR '21)☆59Updated 11 months ago
- Efficient Riemannian Optimization on Stiefel Manifold via Cayley Transform☆36Updated 5 years ago
- Rethinking Bias-Variance Trade-off for Generalization of Neural Networks☆49Updated 3 years ago
- Monotone operator equilibrium networks☆51Updated 4 years ago
- PyTorch-SSO: Scalable Second-Order methods in PyTorch☆141Updated last year
- ☆57Updated last year
- ☆52Updated 3 months ago
- ☆33Updated 4 years ago
- ☆36Updated 3 years ago
- Source code of "What can linearized neural networks actually say about generalization?☆18Updated 3 years ago
- Official code for "In Search of Robust Measures of Generalization" (NeurIPS 2020)☆28Updated 3 years ago