AndreiChertkov / ttoptLinks
Gradient-free optimization method for multivariable functions based on the low rank tensor train (TT) format and maximal-volume principle.
☆38Updated 2 years ago
Alternatives and similar repositories for ttopt
Users that are interested in ttopt are comparing it to the libraries listed below
Sorting:
- A framework based on the tensor train decomposition for working with multivariate functions and multidimensional arrays☆59Updated 2 months ago
- Gradient-free optimization method for the multidimensional arrays and discretized multivariate functions based on the tensor train (TT) f…☆38Updated 9 months ago
- Cross interpolation of high-dimensional arrays in tensor train format☆26Updated 2 years ago
- Differentiable Programming Tensor Networks☆144Updated 4 years ago
- Impementation of Variational Monte Carlo (VMC) for quantum many-body dynamics using JAX.☆70Updated 4 months ago
- Tensor Train Toolbox☆125Updated 3 months ago
- Riemannian optimization for quantum technologies☆65Updated 2 years ago
- Cross factorization of tensors☆46Updated last month
- PyTorch toolbox for matrix product state models☆164Updated last year
- Tensor-Train decomposition in pytorch☆85Updated last week
- A wavefunction ansatz based on Recurrent Neural Networks to perform Variational Monte-Carlo Simulations☆79Updated last year
- A framework based on Tensorflow for running variational Monte-Carlo simulations of quantum many-body systems.☆38Updated 5 years ago
- Probabilistic modelling with tensor networks☆30Updated 6 years ago
- Smooth integration of tensor networks in machine learning☆47Updated 2 weeks ago
- ☆28Updated 4 years ago
- ☆51Updated last year
- Tutorials for the paper: "Neural network in quantum many-body physics: a hands-on tutorial"☆53Updated 4 years ago
- ☆18Updated 4 years ago
- An implementation of the transformer quantum state, a multi-purpose model for quantum many-body problems☆37Updated 2 years ago
- Pauli operators manipulation toolbox.☆17Updated 3 weeks ago
- Source for The Tensor Network open-source review article☆177Updated 2 weeks ago
- Flexible, general-purpose VMC framework, built on JAX.☆29Updated 2 months ago
- Reverse-mode AD of dominant sparse eigensolver using Pytorch.☆41Updated 5 years ago
- Tutorial materials for the lecture course "Tensor Networks" in the 2022 fall semester of Seoul National University.☆26Updated 11 months ago
- A collection of lectures and tutorials☆24Updated last year
- code for Unsupervised Generative Modeling using Matrix Product States☆46Updated 2 years ago
- Program to calculate SDPs using Noisy intermediate scale quantum (NISQ) computers.☆12Updated last year
- Fast tensor disentangling algorithm☆10Updated 4 years ago
- Code for 'Solving Statistical Mechanics using Variational Autoregressive Networks'.☆101Updated 8 months ago
- Tensor network contraction function for Python 3.☆52Updated 2 years ago