tensor-networks | Topic | Ecosyste.ms: Repos

Topic: "tensor-networks"

google/TensorNetwork 📦

A library for easy and efficient manipulation of tensor networks.

Language: Python - Size: 3.92 MB - Last synced at: 12 days ago - Pushed at: over 1 year ago - Stars: 1,834 - Forks: 361

ITensor/ITensors.jl

A Julia library for efficient tensor computations and tensor network calculations. ITensors.jl is supported by the Simons Foundation's Flatiron Institute.

Language: Julia - Size: 53 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 599 - Forks: 125

jcmgray/quimb

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

Language: Python - Size: 41 MB - Last synced at: 2 days ago - Pushed at: 5 days ago - Stars: 550 - Forks: 117

rballester/tntorch

Tensor Network Learning with PyTorch

Language: Python - Size: 2.16 MB - Last synced at: 5 days ago - Pushed at: 12 months ago - Stars: 295 - Forks: 42

jcmgray/cotengra

Hyper optimized contraction trees for large tensor networks and einsums

Language: Python - Size: 11.2 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 204 - Forks: 33

emstoudenmire/TNML

Tensor network machine learning. Based on the paper "Supervised Learning with Quantum Inspired Tensor Networks" http://arxiv.org/abs/1605.05775

Language: C++ - Size: 11.1 MB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 148 - Forks: 52

GTorlai/PastaQ.jl

Package for Simulation, Tomography and Analysis of Quantum Computers

Language: Julia - Size: 135 MB - Last synced at: 3 months ago - Pushed at: 12 months ago - Stars: 147 - Forks: 23

wangleiphy/tensorgrad

Differentiable Programming Tensor Networks

Language: Python - Size: 735 KB - Last synced at: 6 months ago - Pushed at: almost 4 years ago - Stars: 140 - Forks: 14

tensorly/quantum

Tensor-Based Quantum Machine Learning

Language: Python - Size: 2.55 MB - Last synced at: 8 days ago - Pushed at: almost 2 years ago - Stars: 121 - Forks: 16

QuEraComputing/GenericTensorNetworks.jl

Generic tensor networks for solution space properties.

Language: Julia - Size: 6.6 MB - Last synced at: 16 days ago - Pushed at: about 2 months ago - Stars: 105 - Forks: 11

jurajHasik/peps-torch

Solving two-dimensional spin models with tensor networks (powered by PyTorch)

Language: Python - Size: 8.81 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 82 - Forks: 8

tensorly/torch

TensorLy-Torch: Deep Tensor Learning with TensorLy and PyTorch

Language: Python - Size: 3.81 MB - Last synced at: 3 days ago - Pushed at: 11 months ago - Stars: 77 - Forks: 18

shareloqs/MPSDynamics.jl

Tensor network simulations for finite temperature, open quantum system dynamics

Language: Julia - Size: 8.73 MB - Last synced at: 1 day ago - Pushed at: about 2 months ago - Stars: 68 - Forks: 9

XanaduAI/jet

Jet is a cross-platform library for simulating quantum circuits using tensor network contractions.

Language: C++ - Size: 2.15 MB - Last synced at: 2 days ago - Pushed at: about 2 years ago - Stars: 61 - Forks: 14

shuaigroup/Renormalizer

Quantum dynamics package based on tensor network states

Language: Python - Size: 34.1 MB - Last synced at: 11 days ago - Pushed at: about 1 month ago - Stars: 60 - Forks: 18

joserapa98/tensorkrowch

Smooth integration of tensor networks in machine learning

Language: Python - Size: 18.7 MB - Last synced at: about 13 hours ago - Pushed at: about 2 months ago - Stars: 42 - Forks: 2

nzy1997/TensorQEC.jl

Tensor networks for quantum error correction.

Language: Julia - Size: 3.15 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 40 - Forks: 5

TensorBFS/cMPO

continuous-time matrix product operator for finite temperature quantum states

Language: Python - Size: 278 KB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 37 - Forks: 5

bsc-quantic/Tenet.jl

The Hackable Tensor Network library

Language: Julia - Size: 8.88 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 36 - Forks: 1

TensorDecompositions/NTFk.jl

Unsupervised Machine Learning: Nonnegative Tensor Factorization + k-means clustering

Language: Julia - Size: 9.26 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 36 - Forks: 5

quicophy/mdopt

Discrete optimisation in the tensor-network (specifically, MPS-MPO) language.

Language: Python - Size: 9.7 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 32 - Forks: 3

ranshiju/T-Nalg

Tensor Netwok Algorithms for EVERYONE

Language: Python - Size: 452 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 30 - Forks: 9

TensorBFS/OMEinsumContractionOrders.jl

Tensor network contraction order optimizers for OMEinsum

Language: Julia - Size: 494 KB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 29 - Forks: 5

orialb/TimeEvoMPS.jl

Time evolution algorithms for matrix-product states based on ITensors.jl

Language: Julia - Size: 1.27 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 27 - Forks: 9

cqsl/mps-rnn

Code for 'From Tensor Network Quantum States to Tensorial Recurrent Neural Networks'.

Language: Python - Size: 31.3 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 20 - Forks: 2

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.

Language: Jupyter Notebook - Size: 10.3 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 19 - Forks: 3

jcmgray/cotengrust

Rust accelerated contraction ordering primitives for tensor networks and einsums

Language: Rust - Size: 146 KB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 17 - Forks: 2

ZongYongyue/DynamicalCorrelators.jl

DynamicalCorrelators.jl is a frontend for calculating dynamical correlation functions and related observables based on time evolution matrix-product states methods.

Language: Julia - Size: 1.4 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 16 - Forks: 0

bsc-quantic/tn4ml

Tensor Networks for Machine Learning

Language: Python - Size: 38 MB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 16 - Forks: 3

USTC-TNS/TNSP

Tensor Network State Packages

Language: Python - Size: 4.71 MB - Last synced at: 2 days ago - Pushed at: 6 months ago - Stars: 16 - Forks: 1

hugopstackhouse/MPSTime.jl

A Julia package for Matrix-Product State (MPS)-based time-series analysis.

Language: Julia - Size: 1.39 GB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 15 - Forks: 1

YiqingZhouKelly/LinQu.jl

Julia library for quantum circuit simulation using tensor networks

Language: Julia - Size: 200 KB - Last synced at: 6 months ago - Pushed at: over 5 years ago - Stars: 15 - Forks: 1

lanl/pyDNTNK

Python Distributed Non Negative Tensor Networks

Language: Python - Size: 18.6 MB - Last synced at: 24 days ago - Pushed at: over 3 years ago - Stars: 14 - Forks: 5

jcmgray/einsum_bmm

einsum via batch matrix multiply

Language: Python - Size: 37.1 KB - Last synced at: 25 days ago - Pushed at: over 1 year ago - Stars: 13 - Forks: 0

klgunst/T3NS

An implementation of the Three-Legged Tree Tensor Network algorithm

Language: C - Size: 3.17 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 13 - Forks: 2

titaschanda/TenNetLib.jl

A Tensor Network Library (TenNetLib.jl) built on top of ITensors.jl for quantum many-body problems.

Language: Julia - Size: 3.31 MB - Last synced at: 8 months ago - Pushed at: about 1 year ago - Stars: 12 - Forks: 0

kchabuda/TNQMetro

Tensor-network based package for efficient quantum metrology computations.

Language: Python - Size: 38.1 KB - Last synced at: 25 days ago - Pushed at: over 3 years ago - Stars: 12 - Forks: 1

ikim-quantum/dmera

Deep Multiscale Renormalization Ansatz(DMERA) : Noise-Resilient Quantum Simulation of Strongly Correlated Quantum Many-body Systems

Language: Python - Size: 191 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 12 - Forks: 2

stone-zeng/phd-thesis

My PhD thesis "Aspects on Tensor Networks for Topological Orders"

Language: TeX - Size: 10.6 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 11 - Forks: 0

QuantumBFS/YaoTensorNetwork.jl 📦

Dump a quantum circuit in Yao to a tensor network graphical model

Language: Julia - Size: 23.4 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 11 - Forks: 1

aromanro/TEBD

A simple Time Evolving Block Decimation program

Language: C++ - Size: 207 KB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 10 - Forks: 2

mercicle/entropiq

EntropiQ - design and run large-scale simulations of quantum systems using Tensor Networks

Language: Python - Size: 11 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 10 - Forks: 3

JuliaQX/PicoQuant.jl

Language: Jupyter Notebook - Size: 1.92 MB - Last synced at: 4 months ago - Pushed at: over 4 years ago - Stars: 9 - Forks: 2

qiboteam/qibotn

The tensor-network translation module for Qibo.

Language: Python - Size: 1.05 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 8 - Forks: 1

thanhtbt/tensor_tracking_survey

[IEEE TKDE 2023] A list of up-to-date papers on streaming tensor decomposition, tensor tracking, dynamic tensor analysis

Size: 528 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 6 - Forks: 2

karimhalaseh/Tensor-Network-Decompositions

Implementation of algorithms in "Orthogonal Decomposition of Tensor Trains" (Halaseh, Muller, Robeva)

Language: Python - Size: 59.6 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 0

HaoranLiao/dephased_ttn_mera

Unitary tree tensor network and MERA with dephasing channels and ancillas

Language: Python - Size: 290 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 1

BenjaminDecker/QuantumGameOfLife.jl

A Classical Simulation of the Quantum Game of Life

Language: Julia - Size: 3.33 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 4 - Forks: 0

baronefr/perceptron-dqa

Quantum Annealing simulation via Tensor Networks. QIC, University of Padua.

Language: Python - Size: 3.38 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 4 - Forks: 3

EmilianoG-byte/opentn

Code for my master thesis at the Scientific Computing chair @ TUM under the supervision of Prof. Christian Mendl

Language: Jupyter Notebook - Size: 36 MB - Last synced at: 29 days ago - Pushed at: 9 months ago - Stars: 4 - Forks: 0

kardashin/learning-mps

Code for the article "Quantum Machine Learning Tensor Network States"

Language: Jupyter Notebook - Size: 242 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 4 - Forks: 0

alessandro-santini/TenNet

Tensor network package

Language: Python - Size: 686 KB - Last synced at: 16 days ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

bsc-quantic/rosnet

Large-scale tensor algebra using pyCOMPSs

Language: Python - Size: 413 KB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 0

philliphelms/PyDMRG

A relatively simple implementation, in Python, of the DMRG algorithm using the MPS framework.

Language: Python - Size: 27.6 MB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 1

bsc-quantic/OptimizedEinsum.jl 📦

Julia rewrite of opt_einsum Python package

Language: Julia - Size: 144 KB - Last synced at: 22 days ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

apozas/private-tn

Code repository for arXiv:2202.12319

Language: Python - Size: 87.9 KB - Last synced at: 12 months ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 2

RoccoA97/TreeTensorNetwork_HIGGS

All the material needed to implement aTree Tensor Network (TTN) supervised classifier for HIGGS dataset in the context of High Energy Physics (HEP)

Language: Jupyter Notebook - Size: 59.8 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

pau-torrente/py_ttcross

Small python toolkit for multidimensional interpolation and integration of functions, based on the Tensor Train Cross interpolation framework.

Language: Jupyter Notebook - Size: 18.2 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 2 - Forks: 0

april-tools/colorai

Website for the AAAI'25 Workshop on "Connectin Low-Rank Representations in AI"

Language: SCSS - Size: 1.01 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

stecrotti/TensorTrains.jl

Tensor Trains, mostly as probability distributions

Language: Julia - Size: 563 KB - Last synced at: 21 days ago - Pushed at: 3 months ago - Stars: 2 - Forks: 2

dhryniuk/VMPOMC

Variational Matrix Product Operator Monte Carlo

Language: Julia - Size: 292 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 2 - Forks: 0

rballester/gmtorch

Graphical Modeling in PyTorch

Language: Python - Size: 252 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

alvarorga/MPStates.jl

Matrix-Product-States algorithms in Julia

Language: Julia - Size: 140 KB - Last synced at: 12 months ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 0

xr-yin/tensoract

1D open quantum system simulation using tensor networks

Language: Python - Size: 664 KB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 1 - Forks: 0

april-tools/aaai25-tf-pc-tutorial

Materials for the AAAI'25 tutorial "From Tensor Factorizations to Circuits (and Back)"

Language: SCSS - Size: 219 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 1

Infinities-pro/Infinities

An AI-native database designed for LLM applications, offering lightning-fast hybrid search across dense vectors, sparse vectors, multi-vector tensors, and full-text data.

Language: C++ - Size: 78 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

SECQUOIA/TenSolver.jl

Quantum-Inspired Tensor Network QUBO Solver

Language: Julia - Size: 242 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

quicophy/quimb-qaoa

An optimized implementation of the Quantum Approximate Optimization Algorithm (QAOA) with Quimb.

Language: Python - Size: 598 KB - Last synced at: 4 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 1

bsc-quantic/Qrochet.jl 📦

Quantum Tensor Networks

Language: Julia - Size: 188 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

lwelzel/td-viz

Visualization of Tensor Decompositions

Language: TeX - Size: 24.4 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

TommasoGalletti/TN_quantum_simulation

Language: Python - Size: 897 KB - Last synced at: 10 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

rballester/yodo

You Only Derive Once (YODO): Automatic Differentiation for Efficient Sensitivity Analysis in Bayesian Networks

Language: Jupyter Notebook - Size: 471 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

addschile/pymctdh

python code to perform Multiconfigurational Time-Dependent Hartree calculations

Language: Python - Size: 11.4 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 1

ryuikaneko/itps_contraction

Language: Python - Size: 54.7 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 1

ryuikaneko/ssd_dmrg_by_itensor

Language: C++ - Size: 9.77 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

evan-lloyd/ptn

Reference implementation for my thesis "Probabilistic Tensor Networks", a compressed representation of probability distributions based on tensor decomposition

Language: HTML - Size: 31.6 MB - Last synced at: over 1 year ago - Pushed at: almost 8 years ago - Stars: 1 - Forks: 0

neluca/einviz

Einstein-Inspired Notation and Tensor Diagram Notation

Size: 987 KB - Last synced at: about 1 hour ago - Pushed at: about 3 hours ago - Stars: 0 - Forks: 0

alam-faisal/alam-faisal.github.io Fork of academicpages/academicpages.github.io

personal website

Language: HTML - Size: 55.8 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

mormatti/Scattensor.jl

Julia package made for quasi-particle scattering simulations of one-dimensional uniform discrete quatum many-body systems using Tensor Network methods (MPS).

Language: Julia - Size: 138 KB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 0 - Forks: 0

phaerrax/QuantumCircuitSimulator.jl

Load quantum circuits from OpenQASM files and simulate their result.

Language: Julia - Size: 117 KB - Last synced at: 12 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0

QuICoPhy-Lab/VQCount

A variational quantum algorithm for approximate counting based on the Jerrum-Valiant-Vazirani algorithm.

Language: Python - Size: 13.6 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

joserapa98/tensorization-nns

Code repository for arXiv:2501.06300

Language: Jupyter Notebook - Size: 5.44 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

mgoloshchapov/Bose-Hubbard-phases

Bose-Hubbard and extended Bose-Hubbard model DMRG calculations and classification of phases.

Language: Jupyter Notebook - Size: 26.3 MB - Last synced at: about 2 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

gerardPlanella/QGNN

UvA Master thesis "Towards Quantum Graph Neural Networks". The research explores integrating quantum physics into Graph Neural Networks through methods like Tensor Networks to tackle computational challenges in quantum many-body systems.

Language: Python - Size: 3.62 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

xr-yin/hellomps

A developing project for simulating dynamics of 1D quantum systems using tensor networks.

Language: Python - Size: 229 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

Babalion/tweezer-dynamics

A cluster optimized Python based simulation framework to simulate Rydberg tweezer dynamics utilizing tensor network methods

Language: Python - Size: 624 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

mvanzulli/TPINN

This repository contains an implementation of Tensorized Physics Informed Neural Networks (TPINNs) for solving physics-based problem

Language: Python - Size: 203 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

108mk/Tensor_Network_Codes

As a part of Quantum error correction review project, we explored tensor network codes (TNC). TNC has diverse nad promising use in quantum error correcting codes. It is powerful tools to design larger stabilizer codes, estimating code distance and maximum likelihood decoding.

Size: 7.33 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0