ruosongwang / CNTKLinks
Convolutional Neural Tangent Kernel
☆112Updated 5 years ago
Alternatives and similar repositories for CNTK
Users that are interested in CNTK are comparing it to the libraries listed below
Sorting:
- Code for the paper: "Tensor Programs II: Neural Tangent Kernel for Any Architecture"☆105Updated 5 years ago
- Repository containing Pytorch code for EKFAC and K-FAC perconditioners.☆147Updated 2 years ago
- NTK reading group☆87Updated 5 years ago
- paper lists and information on mean-field theory of deep learning☆78Updated 6 years ago
- Pytorch implementation of KFAC and E-KFAC (Natural Gradient).☆131Updated 6 years ago
- Collection of algorithms for approximating Fisher Information Matrix for Natural Gradient (and second order method in general)☆140Updated 6 years ago
- ☆36Updated 4 years ago
- ☆67Updated 6 years ago
- Code for experiments in my blog post on the Neural Tangent Kernel: https://eigentales.com/NTK☆176Updated 5 years ago
- ☆157Updated 3 years ago
- Hessian spectral density estimation in TF and Jax☆124Updated 5 years ago
- Testing Nerual Tangent Kernel (NTK) on small UCI datasets☆80Updated 5 years ago
- ☆170Updated last year
- Optimization with orthogonal constraints and on general manifolds☆130Updated 5 years ago
- Limitations of the Empirical Fisher Approximation☆48Updated 7 months ago
- hessian in pytorch☆187Updated 4 years ago
- Hypergradient descent☆149Updated last year
- PyTorch-SSO: Scalable Second-Order methods in PyTorch☆147Updated 2 years ago
- Experiments for the paper "Exponential expressivity in deep neural networks through transient chaos"☆73Updated 9 years ago
- ☆124Updated last year
- ☆154Updated 5 years ago
- Efficient PyTorch Hessian eigendecomposition tools!☆379Updated last year
- Monotone operator equilibrium networks☆53Updated 5 years ago
- Discrete Normalizing Flows implemented in PyTorch☆113Updated 4 years ago
- Geometric Certifications of Neural Nets☆42Updated 2 years ago
- Lipschitz Neural Networks described in "Sorting Out Lipschitz Function Approximation" (ICML 2019).☆57Updated 5 years ago
- {KFAC,EKFAC,Diagonal,Implicit} Fisher Matrices and finite width NTKs in PyTorch☆215Updated 3 weeks ago
- Cyclical Stochastic Gradient MCMC for Bayesian Deep Learning☆92Updated 4 years ago
- a python implementation of various versions of the information bottleneck, including automated parameter searching☆128Updated 5 years ago
- ☆30Updated 4 years ago