androstj / tensor_rnnLinks
An implementation of various tensor-based decomposition for NN & RNN parameters
☆18Updated 7 years ago
Alternatives and similar repositories for tensor_rnn
Users that are interested in tensor_rnn are comparing it to the libraries listed below
Sorting:
- ☆60Updated 5 years ago
- ☆64Updated 4 years ago
- ☆27Updated 6 years ago
- Pytorch Implemetation for our NAACL2019 Paper "Riemannian Normalizing Flow on Variational Wasserstein Autoencoder for Text Modeling" http…☆63Updated 5 years ago
- u-MPS implementation and experimentation code used in the paper Tensor Networks for Probabilistic Sequence Modeling (https://arxiv.org/ab…☆19Updated 5 years ago
- Efficient Unitary Neural Network(EUNN) implementation in Tensorflow☆73Updated 6 years ago
- [EMNLP'19] Summary for Transformer Understanding☆53Updated 5 years ago
- Complex domain recurrent neural network gating and Stiefel-manifold optimization in TensorFlow, Neural Information Processing Systems (Ne…☆50Updated 4 years ago
- Keras implementation of Deep Wasserstein Embeddings☆48Updated 7 years ago
- CUDA kernels for generalized matrix-multiplication in PyTorch☆85Updated 4 years ago
- Structured matrices for compressing neural networks☆67Updated 2 years ago
- A fully tensorized recurrent neural network using tensor-train decomposition☆26Updated 2 years ago
- Experiments with binary LSTM using gumbel-sigmoid☆31Updated 5 years ago
- ☆24Updated 5 years ago
- Code for Augment & Reduce, a scalable stochastic algorithm for large categorical distributions☆10Updated 7 years ago
- Code for the article "What if Neural Networks had SVDs?", to be presented as a spotlight paper at NeurIPS 2020.☆76Updated last year
- ☆40Updated 7 years ago
- Metamodeling, sensitivity analysis and visualization using the tensor train format☆21Updated 3 years ago
- Compression of NMT transformer model with tensor methods☆47Updated 6 years ago
- Python implementation of projection losses.☆27Updated 5 years ago
- Legendre decomposition for tensors☆13Updated 7 years ago
- An implementation of various tensor-based decomposition for NN & RNN parameters☆20Updated 7 years ago
- Estimating Gradients for Discrete Random Variables by Sampling without Replacement☆40Updated 5 years ago
- ☆12Updated 3 years ago
- Code for "Learning Unitary Operators with Help From u(n)", AAAI-17. (https://arxiv.org/abs/1607.04903)☆17Updated 8 years ago
- Official PyTorch (Lightning) implementation of the NeurIPS 2020 paper "Efficient Marginalization of Discrete and Structured Latent Variab…☆28Updated 4 years ago
- Tensor Train decomposition on TensorFlow☆227Updated 4 years ago
- simple implementation of "Improved Variational Inference with Inverse Autoregressive Flow" paper with pytorch☆52Updated 8 years ago
- [AAAI 2020 Oral] Low-variance Black-box Gradient Estimates for the Plackett-Luce Distribution☆39Updated 4 years ago
- TedNet: A Pytorch Toolkit for Tensor Decomposition Networks☆97Updated 3 years ago