dingliu0305 / Tree-Tensor-Networks-in-Machine-Learning

Related projects: ⓘ

• glivan / tensor_networks_for_probabilistic_modeling
  Probabilistic modelling with tensor networks
  ☆27Updated 4 years ago
• GiggleLiu / QuantumCircuitBornMachine
  gradient based training of Quantum Circuit Born Machine
  ☆43Updated 5 years ago
• emstoudenmire / TNML
  Tensor network machine learning. Based on the paper "Supervised Learning with Quantum Inspired Tensor Networks" http://arxiv.org/abs/1605…
  ☆149Updated 5 years ago
• yiminghwang / qWGAN
  The project codes associated with quantum Wasserstein GAN
  ☆49Updated 4 years ago
• markf94 / ibmq_code_epl_119_60002
  Code that was used to generate the results for the publication 'Implementing a distance-based classifier with a quantum interference circ…
  ☆15Updated 5 years ago
• bnuliujing / tn-for-unsup-ml
  ☆23Updated 3 years ago
• hsim13372 / QCompress-1
  Quantum Autoencoder Implementation using Forest and OpenFermion
  ☆21Updated 5 years ago
• carrasqu / POVM_GENMODEL
  Reconstructing quantum states with generative models
  ☆48Updated 5 years ago
• aspuru-guzik-group / qtorch
  qTorch (Quantum Tensor Contraction Handler) https://arxiv.org/abs/1709.03636 -> for quantum simulation using tensor networks
  ☆48Updated 5 years ago
• Thenerdstation / TensorNetsForML
  Code for the paper "Tensor Networks for Maching Learning"
  ☆17Updated 4 years ago
• LuchnikovI / QGOpt
  Riemannian optimization for quantum technologies
  ☆56Updated last year
• congzlwag / UnsupGenModbyMPS
  code for Unsupervised Generative Modeling using Matrix Product States
  ☆39Updated 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
• msohaibalam / xeb
  Simulating quantum supremacy benchmarking with random unitary sampling.
  ☆17Updated 4 years ago
• mariomotta / QITE
  ☆37Updated 4 years ago
• kafischer / neural-quantum-states
  Numerically represent quantum states with Restricted Boltzmann Machines
  ☆24Updated 6 years ago
• XanaduAI / expressive_power_of_quantum_models
  This repository contains the source code necessary to reproduce the figures and simulation results of the url[paper](XXX) "The effect of …
  ☆44Updated 4 years ago
• mhibatallah / RNNWavefunctions
  A wavefunction ansatz based on Recurrent Neural Networks to perform Variational Monte-Carlo Simulations
  ☆74Updated 3 months ago
• qgrad / qgrad
  A Python library to integrate automatic differentiation tools such as JAX with QuTiP and related quantum software packages.
  ☆43Updated 2 years ago
• entropicalabs / entropica_qaoa
  ☆55Updated this week
• R8monaW / DeepQNN
  Implementations for training deep quantum neural networks in Mathematica and MATLAB.
  ☆24Updated 4 years ago
• dumkar / learning-to-learn-qnn
  Learning-to-learn for QNNs: learning few-shot optimization of quantum neural networks with classical neural networks
  ☆37Updated 5 years ago
• jemisjoky / TorchMPS
  PyTorch toolbox for matrix product state models
  ☆136Updated 5 months ago
• fergusbarratt / qmps
  Matrix Product States on NISQ quantum computers
  ☆26Updated 3 years ago
• TrMPS / MPS-MNIST
  An implementation of "Supervised Learning with Quantum-Inspired Tensor Networks" using TensorFlow
  ☆11Updated 6 years ago
• gecrooks / quantumflow
  QuantumFlow: A Quantum Algorithms Development Toolkit
  ☆59Updated last month
• supremacyfuture / VQC
  variational quantum circuit simulator in Julia, under GPLv3
  ☆32Updated 4 years ago
• QuantumAI-lib / NISQAI
  A Python toolkit for quantum neural networks.
  ☆39Updated 5 years ago
• MatKallada / CDL-Hackathon
  ☆14Updated this week