ruosongwang / CNTKLinks
Convolutional Neural Tangent Kernel
☆111Updated 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 4 years ago
- Repository containing Pytorch code for EKFAC and K-FAC perconditioners.☆143Updated 2 years ago
- NTK reading group☆87Updated 5 years ago
- Collection of algorithms for approximating Fisher Information Matrix for Natural Gradient (and second order method in general)☆139Updated 6 years ago
- ☆36Updated 3 years ago
- ☆58Updated 2 years ago
- paper lists and information on mean-field theory of deep learning☆78Updated 6 years ago
- Experiments for the paper "Exponential expressivity in deep neural networks through transient chaos"☆71Updated 9 years ago
- Pytorch implementation of KFAC and E-KFAC (Natural Gradient).☆132Updated 5 years ago
- ☆67Updated 6 years ago
- Testing Nerual Tangent Kernel (NTK) on small UCI datasets☆81Updated 5 years ago
- ☆157Updated 3 years ago
- Code for experiments in my blog post on the Neural Tangent Kernel: https://eigentales.com/NTK☆175Updated 5 years ago
- Limitations of the Empirical Fisher Approximation☆47Updated 3 months ago
- hessian in pytorch☆187Updated 4 years ago
- Discrete Normalizing Flows implemented in PyTorch☆114Updated 3 years ago
- Analyze the dynamic stability of SGD☆12Updated 6 years ago
- Computing the eigenvalues of Neural Tangent Kernel and Conjugate Kernel (aka NNGP kernel) over the boolean cube☆47Updated 5 years ago
- Code for the article "What if Neural Networks had SVDs?", to be presented as a spotlight paper at NeurIPS 2020.☆75Updated 11 months ago
- Cyclical Stochastic Gradient MCMC for Bayesian Deep Learning☆92Updated 4 years ago
- Code for the paper "Understanding Generalization through Visualizations"☆61Updated 4 years ago
- Rethinking Bias-Variance Trade-off for Generalization of Neural Networks☆49Updated 4 years ago
- Hypergradient descent☆148Updated last year
- ☆123Updated last year
- Geometric Certifications of Neural Nets☆42Updated 2 years ago
- This repository is no longer maintained. Check☆81Updated 5 years ago
- PyTorch-SSO: Scalable Second-Order methods in PyTorch☆146Updated last year
- Monotone operator equilibrium networks☆52Updated 5 years ago
- Sample code for running deterministic variational inference to train Bayesian neural networks☆100Updated 6 years ago
- ☆168Updated 10 months ago