zfgao66 / deeplearning-mpoLinks
Replace FC2, LeNet-5, VGG, Resnet, Densenet's full-connected layers with MPO
☆33Updated 6 years ago
Alternatives and similar repositories for deeplearning-mpo
Users that are interested in deeplearning-mpo are comparing it to the libraries listed below
Sorting:
- This project is used for the paper "Differentiable Programming of Isometric Tensor Network". (arXiv:2110.03898)☆19Updated 2 years ago
- Julia library for quantum circuit simulation using tensor networks☆16Updated 5 years ago
- Neural Monte Carlo Renormalization Group☆15Updated 4 years ago
- ☆28Updated 4 years ago
- Code for 'From Tensor Network Quantum States to Tensorial Recurrent Neural Networks'.☆20Updated 3 months ago
- Bayesian tensor network☆21Updated 5 years ago
- Contracting Arbitrary Tensor Networks☆43Updated 5 years ago
- ☆25Updated 3 years ago
- ☆16Updated 3 years ago
- This repository contains the source code for the VFK algorithm introduced in ArXiv:2204.03454☆16Updated 3 months ago
- An implementation of "Supervised Learning with Quantum-Inspired Tensor Networks" using TensorFlow☆11Updated 7 years ago
- QCHS2022 Summer School Tutorial for Yao and Bloqade☆13Updated 2 years ago
- fermionic Projected Entangled Pairs States (fPEPS)☆16Updated 6 years ago
- Dump a quantum circuit in Yao to a tensor network graphical model☆11Updated 4 years ago
- Variational Quantum Eigensolver with Fewer Qubits☆25Updated 6 years ago
- A framework based on Tensorflow for running variational Monte-Carlo simulations of quantum many-body systems.☆38Updated 4 years ago
- Python package to heuristically solve optimization problems on quasi-2d lattices using approximate tensor network contractions.☆11Updated 4 years ago
- ☆19Updated 6 years ago
- Tropical tensor network for spin glasses☆59Updated 9 months ago
- Solving Quantum Statistical Mechanics with Variational Autoregressive Networks and Quantum Circuits☆35Updated last year
- Probabilistic modelling with tensor networks☆29Updated 5 years ago
- Quantum circuit on top of tensor network. This version is archived, latest open source version release is at https://github.com/tensorcir…☆29Updated last year
- code for Unsupervised Generative Modeling using Matrix Product States☆46Updated 2 years ago
- Computational graph states for variational monte carlo☆16Updated 6 years ago
- projected entangled pair of states (PEPS), the quantum version☆24Updated 6 months ago
- A library for Abelian symmetry preserving tensors in Python 3☆26Updated 4 years ago
- A tutorial for Yao.jl☆12Updated last year
- Autoregressive model for solving statistical mechanics problems☆11Updated 4 years ago
- Reproduce the random circuit sampling experiments of Sycamore quantum circuit☆33Updated 3 years ago
- Riemannian optimization for quantum technologies☆62Updated 2 years ago