artur-deluca / landscapevizLinks
Visualizing the the loss landscape of Fully-Connected Neural Networks
☆46Updated 2 years ago
Alternatives and similar repositories for landscapeviz
Users that are interested in landscapeviz are comparing it to the libraries listed below
Sorting:
- ☆67Updated 6 years ago
- Repository containing Pytorch code for EKFAC and K-FAC perconditioners.☆146Updated 2 years ago
- paper lists and information on mean-field theory of deep learning☆78Updated 6 years ago
- Collection of algorithms for approximating Fisher Information Matrix for Natural Gradient (and second order method in general)☆140Updated 6 years ago
- NTK reading group☆87Updated 5 years ago
- Code for the paper: "Tensor Programs II: Neural Tangent Kernel for Any Architecture"☆105Updated 4 years ago
- Hessian spectral density estimation in TF and Jax☆123Updated 4 years ago
- Convolutional Neural Tangent Kernel☆113Updated 5 years ago
- pyhessian is a TensorFlow module which can be used to estimate Hessian matrices☆24Updated 4 years ago
- Structured matrices for compressing neural networks☆67Updated last year
- Pytorch implementation of KFAC and E-KFAC (Natural Gradient).☆132Updated 6 years ago
- PyTorch-SSO: Scalable Second-Order methods in PyTorch☆147Updated last year
- Hypergradient descent☆149Updated last year
- This repository contains the Julia code for the paper "Competitive Gradient Descent"☆25Updated 5 years ago
- ☆170Updated last year
- codebase for "A Theory of the Inductive Bias and Generalization of Kernel Regression and Wide Neural Networks"☆49Updated 2 years ago
- Code for experiments in my blog post on the Neural Tangent Kernel: https://eigentales.com/NTK☆176Updated 5 years ago
- [IJCAI'19, NeurIPS'19] Anode: Unconditionally Accurate Memory-Efficient Gradients for Neural ODEs☆107Updated 4 years ago
- Create animations for the optimization trajectory of neural nets☆158Updated last year
- Study on the applicability of Direct Feedback Alignment to neural view synthesis, recommender systems, geometric learning, and natural la…☆90Updated 3 years ago
- Limitations of the Empirical Fisher Approximation☆47Updated 5 months ago
- Code for the article "What if Neural Networks had SVDs?", to be presented as a spotlight paper at NeurIPS 2020.☆75Updated last year
- ☆29Updated 4 years ago
- 🧀 Pytorch code for the Fromage optimiser.☆126Updated last year
- Distributed K-FAC preconditioner for PyTorch☆89Updated last week
- Explores the ideas presented in Deep Ensembles: A Loss Landscape Perspective (https://arxiv.org/abs/1912.02757) by Stanislav Fort, Huiyi …☆65Updated 5 years ago
- Contains code for the NeurIPS 2020 paper by Pan et al., "Continual Deep Learning by FunctionalRegularisation of Memorable Past"☆44Updated 4 years ago
- Approximate Inference Turns Deep Networks into Gaussian Processes (dnn2gp)☆48Updated 5 years ago
- Code for "Training Deep Energy-Based Models with f-Divergence Minimization" ICML 2020☆36Updated 2 years ago
- Monotone operator equilibrium networks☆53Updated 5 years ago