fasghq / ttax
Tensor-Train toolbox in Jax
☆11Updated 3 years ago
Alternatives and similar repositories for ttax
Users that are interested in ttax 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☆52Updated 10 months ago
- Cross interpolation of high-dimensional arrays in tensor train format☆24Updated last year
- Gradient-free optimization method for the multidimensional arrays and discretized multivariate functions based on the tensor train (TT) f…☆32Updated 2 weeks ago
- Tensor Train Toolbox☆110Updated 2 weeks ago
- Differentiable interface to FEniCS/Firedrake for JAX using dolfin-adjoint/pyadjoint☆95Updated last year
- Code for the paper "Variational Monte Carlo Approach to Partial Differential Equations with Neural Networks" (https://arxiv.org/abs/2206.…☆10Updated 2 years ago
- Time Integration Package☆11Updated 5 months ago
- Fast extremal eigensolvers for PyTorch.☆17Updated 3 years ago
- Gradient-free optimization method for multivariable functions based on the low rank tensor train (TT) format and maximal-volume principle…☆36Updated last year
- Differentiable interface to FEniCS for JAX☆53Updated 3 years ago
- Turning SymPy expressions into JAX functions☆45Updated 4 years ago
- Julia package for tensors as multidimensional arrays, with functionalty within Tucker format, Kruskal (CP) format, Hierarchical Tucker fo…☆65Updated 2 years ago
- H2 Matrix Package☆30Updated last year
- Matlab Algorithms for Randomized Linear Algebra☆15Updated last year
- Python Algorithms for Randomized Linear Algebra☆54Updated 2 years ago
- Efficient forward- and reverse-mode sparse Jacobians using Jax☆57Updated 5 months ago
- A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations☆126Updated 8 months ago
- Tensor decomposition with arbitrary expressions: inner, outer, elementwise operators; nonlinear transformations; and more.☆58Updated 2 years ago
- Toolbox for HODLR and HSS matrices in MATLAB☆46Updated last month
- Matrix-free linear algebra in JAX.☆118Updated 4 months ago
- Oden Institute template for beamer users☆12Updated 4 years ago
- Use numba-compiled kernels from within Jax☆27Updated 2 weeks ago
- Analysis of initial value ODE solvers☆82Updated 8 months ago
- Efficient Differentiable n-d PDE solvers in JAX.☆37Updated 6 months ago
- Numerical quadrature with JAX☆58Updated last week
- Inverse Rosenblatt Transform (Conditional Distribution) + MCMC sampling using Tensor Train approximation☆14Updated 2 months ago
- H2Lib public repository☆57Updated 2 years ago
- Python implementation of the TT-Toolbox☆246Updated 2 months ago
- Python Tensor Toolbox☆33Updated last month
- ☆21Updated 6 months ago