pppppass / ToolsSeminar
Seminar on Selected Tools
☆23Updated 6 years ago
Alternatives and similar repositories for ToolsSeminar:
Users that are interested in ToolsSeminar are comparing it to the libraries listed below
- Numerical Experiments☆15Updated 7 years ago
- Paper Reading☆73Updated 6 years ago
- Visualization of mean field and neural tangent kernel regime☆21Updated 6 months ago
- Convolutional Neural Tangent Kernel☆109Updated 5 years ago
- paper lists and information on mean-field theory of deep learning☆75Updated 5 years ago
- ☆18Updated 6 years ago
- [ICML 2021] This is the official github repo for training L_inf dist nets with high certified accuracy.☆41Updated 2 years ago
- Pytorch implementation of KFAC and E-KFAC (Natural Gradient).☆130Updated 5 years ago
- Paper List For Linking ODE and Deep Learning☆245Updated 4 years ago
- ☆82Updated 5 years ago
- Machine Learning Course Materials, Tsinghua IIIS☆15Updated 6 years ago
- ☆67Updated 5 years ago
- Summer course on mathematical theory of deep learning☆52Updated 5 years ago
- Repository containing Pytorch code for EKFAC and K-FAC perconditioners.☆141Updated last year
- NTK reading group☆88Updated 5 years ago
- CFG-GAN: Composite functional gradient learning of generative adversarial models☆15Updated 4 years ago
- Efficient Riemannian Optimization on Stiefel Manifold via Cayley Transform☆37Updated 5 years ago
- Monotone operator equilibrium networks☆51Updated 4 years ago
- Code for the paper: "Tensor Programs II: Neural Tangent Kernel for Any Architecture"☆104Updated 4 years ago
- ☆36Updated 3 years ago
- ☆63Updated 2 months ago
- ☆29Updated 4 years ago
- A tensorflow implementation of the NIPS 2018 paper "Variational Inference with Tail-adaptive f-Divergence"☆20Updated 6 years ago
- Analyze the dynamic stability of SGD☆12Updated 6 years ago
- Code for the article "What if Neural Networks had SVDs?", to be presented as a spotlight paper at NeurIPS 2020.☆72Updated 6 months ago
- Example code for paper "Bilevel Optimization: Nonasymptotic Analysis and Faster Algorithms"☆47Updated 3 years ago
- This repository is no longer maintained. Check☆81Updated 4 years ago
- Distributed K-FAC Preconditioner for PyTorch☆85Updated this week
- Minimax Optimization, Stackelberg Games, Generative Adversarial Networks☆18Updated 5 years ago
- Adversarially Robust Generalization Just Requires More Unlabeled Data☆11Updated 5 years ago