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GitHub topics: matrix-product-states

joselado/dmrgpy

DMRGPy is a Python library to compute quasi-one-dimensional spin chains and fermionic systems using matrix product states with DMRG as implemented in ITensor. Most of the computations can be performed both with DMRG and exact diagonalization for small systems, which allows one to benchmark the results.

Language: C++ - Size: 41.9 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 106 - Forks: 21

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: 53.3 MB - Last synced at: 1 day ago - Pushed at: 26 days ago - Stars: 617 - Forks: 128

block-hczhai/block2-preview

Efficient parallel quantum chemistry DMRG in MPO formalism

Language: C++ - Size: 65.7 MB - Last synced at: 1 day ago - Pushed at: 3 days ago - Stars: 87 - Forks: 28

tencent-quantum-lab/tensorcircuit

Tensor network based quantum software framework for the NISQ era

Language: Python - Size: 13.1 MB - Last synced at: 1 day ago - Pushed at: 4 days ago - Stars: 326 - Forks: 90

QuantumLiquids/UltraDMRG

large-scale parallel DMRG/TDVP library

Language: C++ - Size: 465 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 35 - Forks: 1

bsc-quantic/tn4ml

Tensor Networks for Machine Learning

Language: Python - Size: 38.9 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 18 - Forks: 5

MartinMikkelsen/TensorTrainNumerics.jl

Package for quantized tensor trains

Language: Julia - Size: 6.37 MB - Last synced at: 7 days ago - Pushed at: 11 days ago - Stars: 6 - Forks: 0

google/TensorNetwork 📦

A library for easy and efficient manipulation of tensor networks.

Language: Python - Size: 3.92 MB - Last synced at: 4 days ago - Pushed at: about 2 years ago - Stars: 1,853 - Forks: 363

stecrotti/TensorTrains.jl

Tensor Trains, mostly as probability distributions

Language: Julia - Size: 587 KB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 2 - Forks: 2

quicophy/mdopt

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

Language: Python - Size: 11.1 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 32 - Forks: 3

shuaigroup/Renormalizer

Quantum dynamics package based on tensor network states

Language: Python - Size: 33.9 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 62 - Forks: 19

shareloqs/MPSDynamics.jl

Tensor network simulations for finite temperature, open quantum system dynamics

Language: Julia - Size: 9.02 MB - Last synced at: 2 days ago - Pushed at: 2 months ago - Stars: 73 - Forks: 9

braweboy55/DMR

DMR simplifies Docker project backups and restores with an interactive CLI. Easily manage services, volumes, and mounts for efficient data handling. 🐳✨

Language: Shell - Size: 26.4 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

hugopstackhouse/MPSTime.jl

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

Language: Julia - Size: 1.37 GB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 21 - Forks: 2

ryuikaneko/mps2rbm

Language: Python - Size: 11.8 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

titaschanda/TenNetLib.jl

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

Language: Julia - Size: 3.97 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 16 - Forks: 1

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: 20 days ago - Pushed at: 4 months ago - Stars: 26 - Forks: 4

PGelss/wave_train

A Python package for numerical quantum mechanics of chain-like systems based on tensor trains

Language: Python - Size: 3.34 MB - Last synced at: 2 days ago - Pushed at: about 1 year ago - Stars: 8 - Forks: 3

stecrotti/MatrixProductBP.jl

Matrix Product Belief Propagation

Language: Julia - Size: 74.6 MB - Last synced at: about 2 months ago - Pushed at: 6 months ago - Stars: 7 - Forks: 3

Bihaqo/t3f

Tensor Train decomposition on TensorFlow

Language: Python - Size: 1.54 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 226 - Forks: 56

mballarin97/mps_qnn

Entanglement characterization of variational quantum circuits using a Matrix Product State simulator and qiskit.

Language: Python - Size: 3 MB - Last synced at: 5 months ago - Pushed at: about 2 years ago - Stars: 9 - Forks: 2

MasonProtter/MatrixProductStates.jl

DMRG using Matrix Product States in Julia

Language: Julia - Size: 163 KB - Last synced at: 5 months ago - Pushed at: about 5 years ago - Stars: 31 - Forks: 7

NishanRanabhat/TenMB

This is a repository containing julia codes for MPS/MPDO based tensor network for many body problems (Ground State properties, Time evolution, and Thermal properties).

Language: Julia - Size: 700 KB - Last synced at: 5 months ago - Pushed at: 9 months ago - Stars: 6 - Forks: 1

aspects-quantum/TFlucn_tedopa

This is a package for calculating FLUCTUATIONS of heat transfer in the Spin-Boson model using the Time Evolving Density matrices using Orthogonal Polynomial Algorithm (TEDOPA).

Language: Julia - Size: 47.4 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 1

f-koehler/mpskit

C++17 toolkit to study the static properties of discrete quantum systems.

Language: C++ - Size: 260 KB - Last synced at: 6 days ago - Pushed at: 26 days ago - Stars: 4 - Forks: 0

arolandi97/mptikz Fork of dsuess/mptikz

LuaTeX extension for graphical tensor notation

Language: Lua - Size: 188 KB - Last synced at: 7 months ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

kardashin/learning-mps

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

Language: Jupyter Notebook - Size: 242 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 0

val-link/iTEBD-TEMPO

Open quantum system dynamics using process tensor networks and iTEBD.

Language: Jupyter Notebook - Size: 252 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

alvarorga/mpys

Library for MPS computations in Python.

Language: Python - Size: 392 KB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

alvarorga/MPStates.jl

Matrix-Product-States algorithms in Julia

Language: Julia - Size: 140 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

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: over 1 year ago - Pushed at: over 6 years ago - Stars: 148 - Forks: 52

alessandro-santini/TenNet

Tensor network package

Language: Python - Size: 686 KB - Last synced at: 2 days ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 0

qotlabs/qtensor

Manipulate quantum states in the Tensor Train format

Language: Python - Size: 2.1 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

antoine311200/Syngular

A Tensor Network package for Machine Learning and Quantum Computing in Python.

Language: Python - Size: 722 KB - Last synced at: 10 months ago - Pushed at: over 3 years ago - Stars: 9 - Forks: 0

GiggleLiu/QuantumMPS 📦

Variational Quantum Eigensolver with Fewer Qubits

Language: Julia - Size: 165 KB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 25 - Forks: 7

EmilianoG-byte/MPS-GDS

Gradient Descent Optimization of MPS for Ground State Finding

Language: Jupyter Notebook - Size: 2.5 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

dsuess/mptikz

LuaTeX extension for graphical tensor notation

Language: Lua - Size: 190 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 27 - Forks: 6

tcompa/MPS-DMRG-LesHouches2014

Collaborative work on a simple python code for DMRG.

Language: Python - Size: 164 KB - Last synced at: over 2 years ago - Pushed at: about 10 years ago - Stars: 3 - Forks: 1

orialb/TimeEvoMPS.jl

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

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

mballarin97/QFT

Implementation of a Quantum Fourier Transform on quantum circuit with qiskit and cirq and on Matrix Product States with quimb and personal implementation

Language: Python - Size: 3.87 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 2

Related Keywords
matrix-product-states 40 tensor-networks 17 dmrg 12 mps 8 tensor-train 8 machine-learning 5 tdvp 5 tensor-network 5 physics 5 quantum 4 tensor-trains 4 quantum-computing 4 open-quantum-systems 3 quantum-dynamics 3 quantum-machine-learning 3 matrix-product-density-operators 3 tree-tensor-networks 3 julia 3 dmrg-algorithm 3 tensor-decomposition 3 quimb 2 matrix-product 2 python 2 quantum-mechanics 2 lua 2 kernel-polynomial-method 2 tensorflow 2 peps 2 tensors 2 itensor 2 quantum-algorithms 2 non-equilibrium-dynamics 2 heisenberg-model 2 tebd 2 quantum-chemistry 2 fermionchains 2 jax 2 density-matrix-renomalization-group 2 quantum-physics 2 quantum-information 2 bose-hubbard 2 ab-initio 2 bayesian-inference 1 slim-decomposition 1 schroedinger-equation 1 belief-propagation 1 entanglement 1 quantum-classical-dynamics 1 stochastic-dynamics 1 phonons 1 restricted-boltzmann-machine 1 low-rank-tensor-decomposition 1 restricted-boltzmann-machines 1 excitons 1 excitonic-energy-transport 1 exciton-phonon-coupling 1 ehrenfest-dynamics 1 simple-update 1 projected-entangled-pair-states 1 ttn 1 quantum-many-body-problem 1 vmc 1 variational-monte-carlo 1 quantum-fourier-transform 1 qiskit 1 qft 1 cirq 1 luatex 1 optimization-algorithms 1 gradient-descent 1 vqe 1 tensor 1 renormalization-group 1 matrix-product-operators 1 einsum 1 algebra 1 quantum-computer-simulator 1 quantum-circuits 1 mpo 1 lualatex 1 ising-model-2d 1 ising-model 1 thermodynamics 1 tensornetworks 1 itebd 1 quantum-neural-networks 1 qiskit-aer 1 expressivity 1 gpu 1 electron-phonon 1 dynamics 1 chemistry 1 discrete-optimization 1 numerical-methods 1 differential-equations 1 python3 1 optax 1 flax 1 variational-quantum-algorithms 1 quantum-simulation 1