tnbar / awesome-tensorial-neural-networks
A thoroughly investigated survey for tensorial neural networks.
☆132Updated 3 months ago
Alternatives and similar repositories for awesome-tensorial-neural-networks:
Users that are interested in awesome-tensorial-neural-networks are comparing it to the libraries listed below
- TedNet: A Pytorch Toolkit for Tensor Decomposition Networks☆96Updated 3 years ago
- 😎 A curated list of tensor decomposition resources for model compression.☆63Updated last week
- Tensor-Train decomposition in pytorch☆61Updated 3 months ago
- Apply CP, Tucker, TT/TR, HT to compress neural networks. Train from scratch.☆13Updated 4 years ago
- Smooth integration of tensor networks in machine learning☆40Updated last month
- MNIST experiment from Tensorizing neural networks (Novikov et al. 2015)☆13Updated 5 years ago
- Tensor Train Toolbox☆110Updated last week
- Python for Tensor Network: Tutorial. The lecturing vedios (in Chinese) can be found at https://space.bilibili.com/401005433☆87Updated 3 months ago
- A framework based on the tensor train decomposition for working with multivariate functions and multidimensional arrays☆52Updated 10 months ago
- ☆34Updated 3 years ago
- Tensor Network Learning with PyTorch☆295Updated 11 months ago
- ☆24Updated 3 years ago
- (NeurIPS 2024) QuanTA: Efficient High-Rank Fine-Tuning of LLMs with Quantum-Informed Tensor Adaptation☆28Updated 5 months ago
- PyTorch toolbox for matrix product state models☆150Updated last year
- Replace FC2, LeNet-5, VGG, Resnet, Densenet's full-connected layers with MPO☆32Updated 5 years ago
- A fully tensorized recurrent neural network using tensor-train decomposition☆25Updated 2 years ago
- ☆15Updated 6 years ago
- Probabilistic modelling with tensor networks☆28Updated 5 years ago
- ☆31Updated 6 years ago
- ☆15Updated 6 months ago
- This repo contains the code that was used in the paper "Quantum Implicit Neural Representations".☆23Updated 8 months ago
- Deep convolutional tensor network☆11Updated 4 years ago
- Official code for the paper "Predicting Properties of Quantum Systems with Conditional Generative Models"☆33Updated 2 years ago
- ☆11Updated 2 years ago
- Quantum error correction code AI-discovery with Jax☆31Updated 3 weeks ago
- ☆8Updated 7 years ago
- Neural Tangent Kernel Papers☆109Updated 3 months ago
- Efficient Riemannian Optimization on Stiefel Manifold via Cayley Transform☆40Updated 6 years ago
- This project is used for the paper "Differentiable Programming of Isometric Tensor Network". (arXiv:2110.03898)☆19Updated 2 years ago
- Monte Carlo simulation of 2D Ising Model. Final project of the LoCP-A course during 2020/2021 at Unipd☆14Updated 3 years ago