jemisjoky / TorchMPS
PyTorch toolbox for matrix product state models
☆150Updated last year
Alternatives and similar repositories for TorchMPS:
Users that are interested in TorchMPS are comparing it to the libraries listed below
- Tensor network machine learning. Based on the paper "Supervised Learning with Quantum Inspired Tensor Networks" http://arxiv.org/abs/1605…☆158Updated 6 years ago
- Neural Network Many-Body Wavefunction Reconstruction☆174Updated last week
- Source for The Tensor Network open-source review article☆161Updated 2 months ago
- ☆31Updated 6 years ago
- Probabilistic modelling with tensor networks☆28Updated 5 years ago
- Smooth integration of tensor networks in machine learning☆40Updated last month
- A wavefunction ansatz based on Recurrent Neural Networks to perform Variational Monte-Carlo Simulations☆76Updated 11 months ago
- Hyper optimized contraction trees for large tensor networks and einsums☆204Updated last week
- gradient based training of Quantum Circuit Born Machine☆43Updated 5 years ago
- Differentiable Programming Tensor Networks☆142Updated 3 years ago
- Riemannian optimization for quantum technologies☆60Updated 2 years ago
- Contracting Arbitrary Tensor Networks☆40Updated 5 years ago
- An intuitive programming package for simulating and analyzing Clifford circuits, quantum measurement, and stabilizer states with applicat…☆77Updated 6 months ago
- Reconstructing quantum states with generative models☆50Updated 6 years ago
- code for Unsupervised Generative Modeling using Matrix Product States☆42Updated 2 years ago
- High-performance quantum systems simulation with JAX (GPU-accelerated & differentiable solvers).☆218Updated 2 weeks ago
- The project codes associated with quantum Wasserstein GAN☆52Updated 4 years ago
- Tensor Train Toolbox☆110Updated last week
- Impementation of Variational Monte Carlo (VMC) for quantum many-body dynamics using JAX.☆62Updated 2 months ago
- Using very few measurements to predict properties in quantum many-body systems.☆195Updated last year
- Tensor Network Python (TeNPy)☆418Updated this week
- Code for the work in: https://www.nature.com/articles/s41534-020-00305-x Basically a generative neural network to tackle the classical ca…☆13Updated 2 weeks ago
- Tensor-Based Quantum Machine Learning☆121Updated last year
- Using very few experiments to efficiently learn an approximate model of an n-qubit quantum process.☆16Updated 2 years ago
- qTorch (Quantum Tensor Contraction Handler) https://arxiv.org/abs/1709.03636 -> for quantum simulation using tensor networks☆49Updated 6 years ago
- Matrix Product Representation library for Python☆55Updated 2 years ago
- A python library for quantum information and many-body calculations including tensor networks.☆549Updated this week
- Quantum state tomography with conditional generative adversarial networks☆35Updated 2 years ago
- Simulating Sycamore quantum circuits classically using tensor network algorithm.☆59Updated last year
- An implementation of the time dependent variational principle for matrix product states☆70Updated 3 years ago