kafischer / neural-quantum-states

Related projects ⓘ

Alternatives and complementary repositories for neural-quantum-states

• QMagen / PyQMagen
  A method which combines quantum many-body calculation and unbiased optimizers to automatically learn effective Hamiltonians for quantum m…
  ☆24Updated 2 years ago
• GTorlai / NeuralNetworks-for-Quantum
  Tutorials for the paper: "Neural network in quantum many-body physics: a hands-on tutorial"
  ☆50Updated 2 years ago
• QuantumBFS / YaoTensorNetwork.jl
  Dump a quantum circuit in Yao to a tensor network graphical model
  ☆11Updated 3 years ago
• yzcj105 / rbm2mps
  MPS representation of RBM
  ☆22Updated 6 years ago
• MelkoCollective / ICTP-SAIFR-MLPhysics
  Minicourse on Machine Learning for Many-Body Physics, Sept 25 – 29, 2017 São Paulo, Brazil
  ☆20Updated 7 years ago
• HUJI-Deep / FlowKet
  A framework based on Tensorflow for running variational Monte-Carlo simulations of quantum many-body systems.
  ☆37Updated 4 years ago
• ikim-quantum / dmera
  Deep Multiscale Renormalization Ansatz(DMERA) : Noise-Resilient Quantum Simulation of Strongly Correlated Quantum Many-body Systems
  ☆15Updated 4 years ago
• zhendongli2008 / fPEPS
  fermionic Projected Entangled Pairs States (fPEPS)
  ☆16Updated 6 years ago
• ClarkResearchGroup / cgs-vmc
  Computational graph states for variational monte carlo
  ☆15Updated 5 years ago
• Zhouquan-Wan / SVD_autodiff
  ☆16Updated 2 years ago
• congzlwag / UnsupGenModbyMPS
  code for Unsupervised Generative Modeling using Matrix Product States
  ☆40Updated last year
• wangleiphy / TRG
  Differentiable Tensor Renormalization Group for square Ising
  ☆16Updated 5 years ago
• unixtomato / nmcrg
  Neural Monte Carlo Renormalization Group
  ☆15Updated 4 years ago
• ryuikaneko / exactly_solvable_models
  ☆16Updated 2 years ago
• carrasqu / POVM_GENMODEL
  Reconstructing quantum states with generative models
  ☆49Updated 5 years ago
• juanjosegarciaripoll / seemps
  Self-explaining Matrix Product States library in Python
  ☆20Updated last year
• markusschmitt / vmc_jax
  Impementation of Variational Monte Carlo (VMC) for quantum many-body dynamics using JAX.
  ☆57Updated 2 months ago
• LuchnikovI / QGOpt
  Riemannian optimization for quantum technologies
  ☆57Updated last year
• fergusfinn / qmps
  Matrix Product States on NISQ quantum computers
  ☆28Updated 3 years ago
• YiqingZhouKelly / LinQu.jl
  Julia library for quantum circuit simulation using tensor networks
  ☆15Updated 4 years ago
• hongyehu / Machine_Learning_Quantum_State_Tomography
  An **unofficial** pytorch implementation of using generative models to do quantum state tomography with POVM measurements.
  ☆33Updated 3 years ago
• carrasqu / IsingGaugeTensorFlow
  Convolutional neural net to classify states of the classical Ising gauge theory (TensorFlow)
  ☆10Updated 8 years ago
• mhauru / ncon
  Tensor network contraction function for Python 3.
  ☆47Updated last year
• CRC183-summer-school / school_2021
  This is the repository for the CRC 183 summer school "Machine Learning in Condensed Matter Physics".
  ☆28Updated 3 years ago
• hsinyuan-huang / provable-ml-quantum
  Code for predicting ground states and classifying phases of matter
  ☆28Updated last year
• GiggleLiu / QuantumPEPS.jl
  projected entangled pair of states (PEPS), the quantum version
  ☆22Updated 5 months ago
• qi-rub / pyfermions
  Rigorous free fermion entanglement renormalization from wavelet theory
  ☆17Updated last year
• mhibatallah / RNNWavefunctions
  A wavefunction ansatz based on Recurrent Neural Networks to perform Variational Monte-Carlo Simulations
  ☆74Updated 5 months ago
• EverettYou / AutoregressiveStatMech
  Autoregressive model for solving statistical mechanics problems
  ☆11Updated 3 years ago