alecwangcq / KFAC-PytorchLinks
Pytorch implementation of KFAC and E-KFAC (Natural Gradient).
☆133Updated 6 years ago
Alternatives and similar repositories for KFAC-Pytorch
Users that are interested in KFAC-Pytorch are comparing it to the libraries listed below
Sorting:
- Repository containing Pytorch code for EKFAC and K-FAC perconditioners.☆152Updated 2 years ago
- Hessian spectral density estimation in TF and Jax☆125Updated 5 years ago
- Convolutional Neural Tangent Kernel☆112Updated 6 years ago
- {KFAC,EKFAC,Diagonal,Implicit} Fisher Matrices and finite width NTKs in PyTorch☆219Updated this week
- ☆68Updated 6 years ago
- paper lists and information on mean-field theory of deep learning☆79Updated 6 years ago
- ☆126Updated last year
- Lipschitz Neural Networks described in "Sorting Out Lipschitz Function Approximation" (ICML 2019).☆58Updated 5 years ago
- PyTorch-SSO: Scalable Second-Order methods in PyTorch☆148Updated 2 years ago
- ☆159Updated 3 years ago
- hessian in pytorch☆187Updated 5 years ago
- Limitations of the Empirical Fisher Approximation☆49Updated 11 months ago
- ☆30Updated 4 years ago
- Code for experiments in my blog post on the Neural Tangent Kernel: https://eigentales.com/NTK☆173Updated 6 years ago
- Code for the paper: "Tensor Programs II: Neural Tangent Kernel for Any Architecture"☆109Updated 5 years ago
- NTK reading group☆87Updated 6 years ago
- PyTorch implementation of Hessian Free optimisation☆43Updated 6 years ago
- Efficient PyTorch Hessian eigendecomposition tools!☆384Updated last year
- ☆35Updated 4 years ago
- ASDL: Automatic Second-order Differentiation Library for PyTorch☆191Updated last year
- Optimization with orthogonal constraints and on general manifolds☆130Updated 5 years ago
- Discrete Normalizing Flows implemented in PyTorch☆114Updated 4 years ago
- Code for the article "What if Neural Networks had SVDs?", to be presented as a spotlight paper at NeurIPS 2020.☆77Updated last year
- Contains code for the NeurIPS 2020 paper by Pan et al., "Continual Deep Learning by FunctionalRegularisation of Memorable Past"☆44Updated 5 years ago
- Collection of algorithms for approximating Fisher Information Matrix for Natural Gradient (and second order method in general)☆142Updated 6 years ago
- Monotone operator equilibrium networks☆54Updated 5 years ago
- ☆59Updated 2 years ago
- Mode Connectivity and Fast Geometric Ensembles in PyTorch☆283Updated 3 years ago
- Distributed K-FAC preconditioner for PyTorch☆94Updated last week
- ☆172Updated last year