tensor-network · GitHub Topics

#计算机科学#A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).

翻译 - PyTorch实现的“ SimGNN：一种用于快速图相似度计算的神经网络方法”（WSDM 2019）。

graph-edit-distance ged graph-similarity gcn graph-convolution tensor-network Tensorflow PyTorch 神经网络深度学习机器学习 attention-mechanism scikit-learn graph-embedding network-embedding gnn

Python 780

2 年前

jcmgray / quimb

A python library for quantum information and many-body calculations including tensor networks.

Python Physics Quantum Computing tensors quantum-circuit quantum-circuit-simulator tensor-network

Python 525

9 天前

tencent-quantum-lab / tensorcircuit

#计算机科学#Tensor network based quantum software framework for the NISQ era

机器学习 Quantum Computing quantum-algorithms quantum-circuit quantum-simulation automatic-differentiation tensor-network 神经网络 Tensorflow jax nisq PyTorch quantum-machine-learning

Python 301

9 个月前

jcmgray / cotengra

Hyper optimized contraction trees for large tensor networks and einsums

tensor-network tensor

Python 192

16 天前

PGelss / scikit_tt

Tensor Train Toolbox

tensor tensor-network data-driven dynamical-systems quantum-simulation

Python 108

2 个月前

Haokai-Zhang / EasyMPS

A pedagogical realization of MPS method.

mps tensor-network

Python 95

4 年前

under-Peter / TensorNetworkAD.jl

Algorithms that combine tensor network methods with automatic differentiation

tensor-network automatic-differentiation

Julia 92

2 年前

tencent-quantum-lab / TenCirChem

Quantum computational chemistry based on TensorCircuit

chemistry computational-chemistry cupy jax nisq Python quantum-circuit Quantum Computing quantum-simulation tensor-network

Python 64

4 个月前

TensorBFS / TropicalTensors.jl

Tropical tensor network for spin glasses

tensor-network combinatorial-optimization

Julia 55

3 个月前

issp-center-dev / TeNeS

Massively parallel tensor network solver

tensor-network parallel-computing

C++ 53

3 个月前

TensorBFS / dTRG

tensor-network auto-differentiation pytorch-implementation

Python 19

5 年前

brucelyu / tensorRGflow

Implementation of the GILT + HOTRG and calculating scaling dimensions through the linearized RG equation of the GILT + HOTRG.

tensor-network Physics

Python 17

4 年前

tensorcircuit / tensorcircuit-ng

#计算机科学#Tensor network based quantum software framework: next generation

jax 机器学习神经网络 nisq PyTorch quantum-circuit Quantum Computing tensor-network Tensorflow quantum-machine-learning automatic-differentiation gpu quantum-simulation

Python 17

17 天前

USTC-TNS / TNSP

Tensor Network State Packages

tensor mps tensor-network

Python 15

4 个月前

jcmgray / cotengrust

Rust accelerated contraction ordering primitives for tensor networks and einsums

tensor tensor-network

Rust 15

17 天前

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 Ro...

Quantum Computing tensor-network mps quantum-information quantum-algorithms

Jupyter Notebook 13

8 个月前

GuiTeNet / guitenet

Graphical user interface for tensor networks

tensor-network quantum-algorithms code-generator

JavaScript 12

5 年前

kchabuda / TNQMetro

Tensor-network based package for efficient quantum metrology computations.

tensor-network Python Physics

Python 11

3 年前

bsc-quantic / EinExprs.jl

Einsum Expressions in Julia

Julia 语言 tensor tensor-network

TeX 11

19 天前

QuantumBFS / FunnyTN.jl

A funny picotograph language for Tensor Networks

tensor-network

Julia 10

5 年前