emstoudenmire / TNML
Tensor network machine learning. Based on the paper "Supervised Learning with Quantum Inspired Tensor Networks" http://arxiv.org/abs/1605.05775
☆155Updated 5 years ago
Alternatives and similar repositories for TNML:
Users that are interested in TNML are comparing it to the libraries listed below
- PyTorch toolbox for matrix product state models☆144Updated 11 months ago
- Neural Network Many-Body Wavefunction Reconstruction☆174Updated this week
- ☆29Updated 6 years ago
- The project codes associated with quantum Wasserstein GAN☆52Updated 4 years ago
- gradient based training of Quantum Circuit Born Machine☆43Updated 5 years ago
- A wavefunction ansatz based on Recurrent Neural Networks to perform Variational Monte-Carlo Simulations☆75Updated 9 months ago
- Probabilistic modelling with tensor networks☆28Updated 5 years ago
- This repository contains the source code used to produce the results presented in the paper "Machine learning method for state preparatio…☆115Updated 5 years ago
- Differentiable Programming Tensor Networks☆141Updated 3 years ago
- Pytorch source code for arXiv paper Neural Network Renormalization Group, a generative model using variational renormalization group and …☆79Updated 5 years ago
- The Quantum Machine Learning Toolbox (QMLT) is a Strawberry Fields application that simplifies the optimization of variational quantum ci…☆113Updated 5 years ago
- Decoders for fault tolerant quantum computation via deepQ reinforcement learning☆46Updated 2 years ago
- Reconstructing quantum states with generative models☆50Updated 6 years ago
- Tensor-Based Quantum Machine Learning☆120Updated last year
- qTorch (Quantum Tensor Contraction Handler) https://arxiv.org/abs/1709.03636 -> for quantum simulation using tensor networks☆49Updated 6 years ago
- QuantumFlow: A Quantum Algorithms Development Toolkit☆96Updated 5 years ago
- Quantum state tomography with conditional generative adversarial networks☆34Updated 2 years ago
- Library for Bayesian inference via sequential Monte Carlo for quantum parameter estimation.☆94Updated 5 years ago
- physics meets neural networks☆98Updated 6 years ago
- Quantum computer plays snake!☆12Updated 5 years ago
- Numerically represent quantum states with Restricted Boltzmann Machines☆25Updated 6 years ago
- Code for the work in: https://www.nature.com/articles/s41534-020-00305-x Basically a generative neural network to tackle the classical ca…☆11Updated 2 years ago
- Simulating Sycamore quantum circuits classically using tensor network algorithm.☆59Updated last year
- 🔎 Neural Network Quantum State Tomography (based on https://www.nature.com/articles/s41567-018-0048-5)☆22Updated 6 years ago
- Contracting Arbitrary Tensor Networks☆40Updated 5 years ago
- Tensor Train Toolbox☆108Updated last week
- An intuitive programming package for simulating and analyzing Clifford circuits, quantum measurement, and stabilizer states with applicat…☆76Updated 5 months ago
- code for Unsupervised Generative Modeling using Matrix Product States☆41Updated last year
- A path-integral quantum Monte Carlo code for simulating quantum annealing with arbitrary Ising Hamiltonians.☆46Updated 7 years ago
- Code for 'Solving Statistical Mechanics using Variational Autoregressive Networks'.☆91Updated 7 months ago