FurongHuang / TTP-NeuralNets-Compression
We implement an efficient mechanism for compressing large networks by {\em tensorizing\/} network layers: i.e. mapping layers on to high-order matrices, for which we introduce new tensor decomposition methods.
☆11Updated 6 years ago
Alternatives and similar repositories for TTP-NeuralNets-Compression:
Users that are interested in TTP-NeuralNets-Compression are comparing it to the libraries listed below
- Metamodeling, sensitivity analysis and visualization using the tensor train format☆22Updated 2 years ago
- MNIST experiment from Tensorizing neural networks (Novikov et al. 2015)☆13Updated 5 years ago
- Apply CP, Tucker, TT/TR, HT to compress neural networks. Train from scratch.☆13Updated 4 years ago
- Tensor Train decomposition on TensorFlow☆223Updated 4 years ago
- ☆47Updated 5 years ago
- ☆8Updated 8 years ago
- An implementation of various tensor-based decomposition for NN & RNN parameters☆18Updated 6 years ago
- ☆60Updated 4 years ago
- Code for the paper "Tensor Regression Networks with various Low-Rank Tensor Approximations"☆35Updated 7 years ago
- An implementation of various tensor-based decomposition for NN & RNN parameters☆20Updated 6 years ago
- TedNet: A Pytorch Toolkit for Tensor Decomposition Networks☆96Updated 3 years ago
- ☆15Updated 7 years ago
- Supporting code for "Parallel Streaming Wasserstein Barycenters"☆10Updated 7 years ago
- Distributed NMF/NTF Library☆45Updated 4 months ago
- ☆8Updated 7 years ago
- LIBS2ML: A Library for Scalable Second Order Machine Learning Algorithms☆10Updated 3 years ago
- A thoroughly investigated survey for tensorial neural networks.☆132Updated 3 months ago
- ☆15Updated 6 years ago
- ☆19Updated 7 years ago
- Proximal Asynchronous SAGA☆12Updated 7 years ago
- Randomized Tensor Decompositions☆30Updated 8 years ago
- Attempt to speed Randomized SVD(Singular Value Decomposition) Using pytorch and it's gnu capabilities.☆17Updated 6 years ago
- A Chainer extension for K-FAC☆20Updated 5 years ago
- Experiments with Neural ODEs and Adversarial Attacks☆44Updated 6 years ago
- Lua implementation of Entropy-SGD☆82Updated 7 years ago
- ☆25Updated 6 years ago
- ☆74Updated 5 years ago
- Tensor Train Toolbox☆110Updated last week
- Deep learning with a multiplication budget☆47Updated 6 years ago
- A fully tensorized recurrent neural network using tensor-train decomposition☆25Updated 2 years ago