tensor-network

There are 6 repositories under tensor-network topic.

SimGNN
benedekrozemberczki / SimGNN
A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).
graph-edit-distance ged graph-similarity gcn graph-convolution tensor-network tensorflow pytorch neural-network deep-learning machine-learning graph-attention attention-mechanism graph-classification sklearn graph-embedding network-embedding wsdm simgnn gnn
Language:Python 707
quimb
jcmgray / quimb
A python library for quantum information and many-body calculations including tensor networks.
python python3 physics quantum tensor-networks tensors entanglement quantum-computing dmrg tebd mera peps quantum-circuit quantum-circuit-simulator tensor-network
Language:Python 426
tencent-quantum-lab / tensorcircuit
Tensor network based quantum software framework for the NISQ era
automatic-differentiation jax machine-learning matrix-product-states neural-network nisq open-quantum-systems pytorch quantum quantum-algorithms quantum-circuit quantum-computing quantum-dynamics quantum-error-mitigation quantum-machine-learning quantum-noise quantum-simulation tensor-network tensorflow variational-quantum-algorithms
Language:Python 243
cotengra
jcmgray / cotengra
Hyper optimized contraction trees for large tensor networks and einsums
tensor-networks tensor-contraction tensor-network quimb opt-einsum einsum tensor
Language:Python 165
PGelss / scikit_tt
Tensor Train Toolbox
tensor-decomposition tensor tensor-train als mals slim-decomposition mandy tensor-network data-driven scikit dynamical-systems dynamic-mode-decomposition extended-dynamic-mode-decomposition dmrg quantum-simulation
Language:Python 90
TensorNetworkAD.jl
under-Peter / TensorNetworkAD.jl
Algorithms that combine tensor network methods with automatic differentiation
automatic-differentiation ipeps tensor-network
Language:Julia 85
Haokai-Zhang / EasyMPS
A pedagogical realization of MPS method.
dmrg itebd mps quantum-physics tensor-network
Language:Python 76
tencent-quantum-lab / TenCirChem
Quantum computational chemistry based on TensorCircuit
chemistry computational-chemistry cupy jax nisq pyscf python quantum-circuit quantum-computing quantum-noise quantum-simulation tensor-network theoretical-chemistry
Language:Python 52
TensorBFS / TropicalTensors.jl
Tropical tensor network for spin glasses
tropical-semiring tensor-network combinatorial-optimization
Language:Julia 50
issp-center-dev / TeNeS
Massively parallel tensor network solver
tensor-network peps parallel-computing
Language:C++ 46
brucelyu / tensorRGflow
Implementation of the GILT + HOTRG and calculating scaling dimensions through the linearized RG equation of the GILT + HOTRG.
renormalization-group tensor-network physics
Language:Python 16
TensorBFS / dTRG
tensor-network auto-differentiation pytorch-implementation
Language:Python 16
GuiTeNet / guitenet
Graphical user interface for tensor networks
tensor-network quantum-algorithms code-generator
Language:JavaScript 11
jcmgray / cotengrust
Rust accelerated contraction ordering primitives for tensor networks and einsums
contraction-order einsum tensor-networks contraction tensor tensor-contraction tensor-network
Language:Rust 10
kchabuda / TNQMetro
Tensor-network based package for efficient quantum metrology computations.
quantum-metrology tensor-network python physics tensor-networks
Language:Python 10
QuantumBFS / FunnyTN.jl
A funny picotograph language for Tensor Networks
tensor-network pictograph
Language:Julia 10
Syngular
antoine311200 / Syngular
A Tensor Network package for Machine Learning and Quantum Computing in Python.
algebra einsum matrix-product-states quantum-computing renormalization-group tensor tensor-network tensor-train matrix-product-operators
Language:Python 9
DromaninCM / JTensorNetwork
Tensor network with Julia for DMRG and NRG applications with model Hamiltonians
tensor-network tutorials julia condensed-matter numerical-renormalization-group density-matrix-renomalization-group
Language:Jupyter Notebook 8
TNSP
USTC-TNS / TNSP
Tensor Network State Packages
tensor mps peps tensornetwork tensor-network tensor-networks
Language:Python 7
EinExprs.jl
bsc-quantic / EinExprs.jl
Einsum Expressions in Julia
contraction einsum julia tensor tensor-network symbolic-expressions
Language:TeX 6
RoyElkabetz / Tensor-Networks-Simple-Update
This repo contains an implementation of the Simple-Update Tensor Network algorithm as described in the paper - A universal tensor network algorithm for any infinite lattice by Saeed S. Jahromi and Roman Orus.
matrix-product-states mps peps projected-entangled-pair-states quantum-algorithms quantum-computing quantum-information simple-update tensor-network tensor-networks
Language:Jupyter Notebook 5
vbertret / PIR-Tensor-Network-MNIST
Tensor network machine learning. Reproduce the experiment from the paper "Supervised Learning with Quantum Inspired Tensor Networks" http://arxiv.org/abs/1605.05775
tensor machine-learning tensor-network
Language:Python 5
QuantumLiquids / TensorToolkit
MPI supported tensor network library for large scale calculation on strongly-correlated electron systems
dmrg peps tensor-network mpi tdvp
Language:C++ 4
RealBunbun / dTRG
Differentiable tensor renormalization group
tensor-network auto-differentiation pytorch-implementation
Language:Python 2
ryuikaneko / itps_contraction
computational-physics tensor-networks tensor-network peps ipeps
Language:Python 1
ryuikaneko / tenes_example
computational-physics tensor-network tensor-networks peps ipeps
Language:Python 1
antoine311200 / BSDE-tensor-networks
Parabolic PDE resolution with Tensor Networks using Backward-Forward Stochastic Differential Equations
networks parabolic parabolic-pde pde pde-solver stochastic-differential-equations tensor tensor-network tensor-network-decompositions tensor-train
Language:Jupyter Notebook 0
crimestop / net
Net is C++ library for dynamic Networks of EveryThing.
graph hyper-graph datatype-network tensor-network
Language:C++ 0
ZhengtongYan / tensorcircuit
Tensor network based quantum circuit simulator for the NISQ era
quantum-computing tensor-network
Language:Python