AndreiChertkov / teneva
A framework based on the tensor train decomposition for working with multivariate functions and multidimensional arrays
☆52Updated 10 months ago
Alternatives and similar repositories for teneva:
Users that are interested in teneva are comparing it to the libraries listed below
- Gradient-free optimization method for multivariable functions based on the low rank tensor train (TT) format and maximal-volume principle…☆36Updated last year
- Gradient-free optimization method for the multidimensional arrays and discretized multivariate functions based on the tensor train (TT) f…☆32Updated last week
- Cross interpolation of high-dimensional arrays in tensor train format☆24Updated last year
- Tensor Train Toolbox☆110Updated last week
- Tensor-Train decomposition in pytorch☆61Updated 3 months ago
- Python implementation of the TT-Toolbox☆246Updated last month
- Riemannian optimization for quantum technologies☆60Updated 2 years ago
- Tensor-Train toolbox in Jax☆11Updated 3 years ago
- Impementation of Variational Monte Carlo (VMC) for quantum many-body dynamics using JAX.☆62Updated 2 months ago
- Tensor Network Learning with PyTorch☆10Updated 6 years ago
- Cross factorization of tensors☆33Updated this week
- A wavefunction ansatz based on Recurrent Neural Networks to perform Variational Monte-Carlo Simulations☆76Updated 11 months ago
- Smooth integration of tensor networks in machine learning☆40Updated last month
- Tensor Network Learning with PyTorch☆295Updated 11 months ago
- Probabilistic modelling with tensor networks☆28Updated 5 years ago
- This project is used for the paper "Differentiable Programming of Isometric Tensor Network". (arXiv:2110.03898)☆19Updated 2 years ago
- Contracting Arbitrary Tensor Networks☆40Updated 5 years ago
- Tensor Networks for Machine Learning☆17Updated last week
- ☆15Updated 6 years ago
- Tutorial materials for the lecture course "Tensor Networks" in the 2022 fall semester of Seoul National University.☆25Updated last month
- Tutorials for the paper: "Neural network in quantum many-body physics: a hands-on tutorial"☆50Updated 3 years ago
- ☆24Updated 3 years ago
- Differentiable Programming Tensor Networks☆142Updated 3 years ago
- ☆23Updated 2 years ago
- Metamodeling, sensitivity analysis and visualization using the tensor train format☆22Updated 2 years ago
- Tropical tensor network for spin glasses☆55Updated 4 months ago
- A collection of lectures and tutorials☆19Updated 10 months ago
- This repo contains an implementation of the Simple-Update Tensor Network algorithm as described in the paper - A universal tensor network…☆19Updated 9 months ago
- Quadrature-based features for kernel approximation☆16Updated 6 years ago
- Inverse Rosenblatt Transform (Conditional Distribution) + MCMC sampling using Tensor Train approximation☆14Updated last month