Thenerdstation / TensorNetsForML

Related projects: ⓘ

• unixtomato / nmcrg
  Neural Monte Carlo Renormalization Group
  ☆15Updated 3 years ago
• Zhouquan-Wan / SVD_autodiff
  ☆16Updated 2 years ago
• panzhang83 / catn
  Contracting Arbitrary Tensor Networks
  ☆39Updated 4 years ago
• carrasqu / POVM_GENMODEL
  Reconstructing quantum states with generative models
  ☆48Updated 5 years ago
• ranshiju / BayesianTN
  Bayesian tensor network
  ☆19Updated 4 years ago
• HUJI-Deep / FlowKet
  A framework based on Tensorflow for running variational Monte-Carlo simulations of quantum many-body systems.
  ☆37Updated 3 years ago
• yuanhangzhang98 / transformer_quantum_state
  An implementation of the transformer quantum state, a multi-purpose model for quantum many-body problems
  ☆31Updated last year
• glivan / tensor_networks_for_probabilistic_modeling
  Probabilistic modelling with tensor networks
  ☆27Updated 4 years ago
• TrMPS / MPS-MNIST
  An implementation of "Supervised Learning with Quantum-Inspired Tensor Networks" using TensorFlow
  ☆11Updated 6 years ago
• hsinyuan-huang / provable-ml-quantum
  Code for predicting ground states and classifying phases of matter
  ☆28Updated last year
• mhibatallah / RNNWavefunctions
  A wavefunction ansatz based on Recurrent Neural Networks to perform Variational Monte-Carlo Simulations
  ☆74Updated 3 months ago
• zhendongli2008 / fPEPS
  fermionic Projected Entangled Pairs States (fPEPS)
  ☆16Updated 5 years ago
• congzlwag / UnsupGenModbyMPS
  code for Unsupervised Generative Modeling using Matrix Product States
  ☆39Updated last year
• fergusbarratt / qmps
  Matrix Product States on NISQ quantum computers
  ☆26Updated 3 years ago
• cqsl / mps-rnn
  Code for 'From Tensor Network Quantum States to Tensorial Recurrent Neural Networks'.
  ☆20Updated 3 months ago
• GTorlai / NeuralNetworks-for-Quantum
  Tutorials for the paper: "Neural network in quantum many-body physics: a hands-on tutorial"
  ☆50Updated 2 years ago
• ClarkResearchGroup / cgs-vmc
  Computational graph states for variational monte carlo
  ☆15Updated 5 years ago
• mariomotta / QITE
  ☆37Updated 4 years ago
• GiggleLiu / QuantumCircuitBornMachine
  gradient based training of Quantum Circuit Born Machine
  ☆43Updated 5 years ago
• guygurari / syk
  Numerical simulation of the Sachdev-Ye-Kitaev fermion model
  ☆17Updated 4 years ago
• Fanerst / solve_sycamore
  Reproduce the random circuit sampling experiments of Sycamore quantum circuit
  ☆31Updated 2 years ago
• panzhang83 / lectures
  ☆17Updated 5 years ago
• frmetz / QMPS
  Self-Correcting Quantum Many-Body Control using Reinforcement Learning with Tensor Networks
  ☆20Updated last week
• bnuliujing / tn-for-unsup-ml
  ☆23Updated 3 years ago
• txhaug / nisq-sdp
  Program to calculate SDPs using Noisy intermediate scale quantum (NISQ) computers.
  ☆11Updated last month
• EverettYou / AutoregressiveStatMech
  Autoregressive model for solving statistical mechanics problems
  ☆11Updated 3 years ago
• yuanhangzhang98 / ml_quantum_compiling
  A machine learning algorithm for topological quantum compiling
  ☆30Updated 3 years ago
• MelkoCollective / ICTP-SAIFR-MLPhysics
  Minicourse on Machine Learning for Many-Body Physics, Sept 25 – 29, 2017 São Paulo, Brazil
  ☆20Updated 6 years ago
• xwkgch / IsoTensor
  This project is used for the paper "Differentiable Programming of Isometric Tensor Network". (arXiv:2110.03898)
  ☆17Updated last year
• refraction-ray / tensorcircuit
  Quantum circuit on top of tensor network. This version is archived, latest open source version release is at https://github.com/tensorcir…
  ☆29Updated last week