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 3 years ago
- Contracting Arbitrary Tensor Networks☆44Updated 6 years ago
- Bayesian tensor network☆21Updated 6 years ago
- Julia library for quantum circuit simulation using tensor networks☆16Updated 6 years ago
- An implementation of "Supervised Learning with Quantum-Inspired Tensor Networks" using TensorFlow☆11Updated 7 years ago
- Neural Monte Carlo Renormalization Group☆15Updated 5 years ago
- Probabilistic modelling with tensor networks☆30Updated 6 years ago
- Tropical tensor network for spin glasses☆60Updated last year
- Code for 'From Tensor Network Quantum States to Tensorial Recurrent Neural Networks'.☆23Updated last week
- ☆25Updated 3 years ago
- ☆28Updated 4 years ago
- Python package to heuristically solve optimization problems on quasi-2d lattices using approximate tensor network contractions.☆12Updated 4 years ago
- Dump a quantum circuit in Yao to a tensor network graphical model☆11Updated 5 years ago
- Riemannian optimization for quantum technologies☆65Updated 2 years ago
- Ab-initio simulation of interacting fermions with equivariant normalizing flow.☆34Updated 3 years ago
- Autoregressive model for solving statistical mechanics problems☆11Updated 4 years ago
- fermionic Projected Entangled Pairs States (fPEPS)☆16Updated 7 years ago
- ☆21Updated 6 years ago
- code for Unsupervised Generative Modeling using Matrix Product States☆46Updated 2 years ago
- A framework based on Tensorflow for running variational Monte-Carlo simulations of quantum many-body systems.☆38Updated 5 years ago
- A wavefunction ansatz based on Recurrent Neural Networks to perform Variational Monte-Carlo Simulations☆79Updated last year
- This repository contains the source code for the VFK algorithm introduced in ArXiv:2204.03454☆16Updated 8 months ago
- Solving Quantum Statistical Mechanics with Variational Autoregressive Networks and Quantum Circuits☆36Updated 2 years ago
- Variational Quantum Eigensolver with Fewer Qubits☆25Updated 6 years ago
- ☆18Updated 4 years ago
- ☆23Updated 3 years ago
- A tutorial for Yao.jl☆12Updated 2 years ago
- Decoding Quantum Error Correction codes with Generative Pre-trained Transformers☆39Updated last year
- ☆22Updated 6 years ago
- Infinite order automatic differentiation for Monte Carlo with unnormalized probability distribution☆24Updated 2 years ago