tnbar / tednet
TedNet: A Pytorch Toolkit for Tensor Decomposition Networks
☆95Updated 3 years ago
Alternatives and similar repositories for tednet:
Users that are interested in tednet are comparing it to the libraries listed below
- ☆12Updated 3 years ago
- ☆60Updated 4 years ago
- MNIST experiment from Tensorizing neural networks (Novikov et al. 2015)☆13Updated 5 years ago
- Efficient Riemannian Optimization on Stiefel Manifold via Cayley Transform☆38Updated 6 years ago
- code to show F-Principle in the DNN training☆58Updated 2 years ago
- ☆34Updated 3 years ago
- Apply CP, Tucker, TT/TR, HT to compress neural networks. Train from scratch.☆12Updated 4 years ago
- Code for the ICML 2021 and ICLR 2022 papers: Skew Orthogonal Convolutions, Improved deterministic l2 robustness on CIFAR-10 and CIFAR-100☆18Updated 3 years ago
- TensorLy-Torch: Deep Tensor Learning with TensorLy and PyTorch☆77Updated 10 months ago
- ☆8Updated 7 years ago
- ☆47Updated 5 years ago
- Spectral Tensor Train Parameterization of Deep Learning Layers☆15Updated 3 years ago
- PyTorch implementation of [1412.6553] and [1511.06530] tensor decomposition methods for convolutional layers.☆283Updated 3 years ago
- CP and Tucker decomposition for Convolutional Neural Networks☆83Updated 6 years ago
- Code for Implicit Regularization in Deep Matrix Factorization.☆37Updated 9 months ago
- ☆64Updated 4 years ago
- 😎 A curated list of tensor decomposition resources for model compression.☆60Updated 2 weeks ago
- Pytorch code for TM-GCN, a Dynamic Graph Convolutional Networks Using the Tensor M-Product☆28Updated 3 years ago
- Tensor-Train decomposition in pytorch☆60Updated 2 months ago
- Code for the paper "Tensorizing Generative Adversarial Nets"☆16Updated 7 years ago
- Implementation of Continuous Sparsification, a method for pruning and ticket search in deep networks☆33Updated 2 years ago
- Deep Learning & Information Bottleneck☆60Updated last year
- Code for "On the Spectral Bias of Neural Networks", to appear in ICML 2019 (Long Beach, CA).☆107Updated 5 years ago
- Metamodeling, sensitivity analysis and visualization using the tensor train format☆22Updated 2 years ago
- An implementation of various tensor-based decomposition for NN & RNN parameters☆18Updated 6 years ago
- Neural Tangent Kernel Papers☆108Updated 3 months ago
- ☆41Updated 4 years ago
- Reproducing RigL (ICML 2020) as a part of ML Reproducibility Challenge 2020☆28Updated 3 years ago
- Good Subnetworks Provably Exist: Pruning via Greedy Forward Selection☆21Updated 4 years ago
- Tensor Network Learning with PyTorch☆295Updated 11 months ago