flaport / torch_sparse_solveLinks
A sparse KLU solver for PyTorch.
☆66Updated 3 years ago
Alternatives and similar repositories for torch_sparse_solve
Users that are interested in torch_sparse_solve are comparing it to the libraries listed below
Sorting:
- Preconditioned Conjugate Gradient in Pytorch☆141Updated last year
- Interpolation routines in Pytorch.☆111Updated 5 years ago
- Neural reparameterization improves structural optimization☆126Updated 3 weeks ago
- Differentiable interface to FEniCS/Firedrake for JAX using dolfin-adjoint/pyadjoint☆106Updated 2 years ago
- Improved LBFGS and LBFGS-B optimizers in PyTorch.☆65Updated last year
- Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers☆169Updated 3 years ago
- Convex potential flows☆84Updated 4 years ago
- Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations wi…☆69Updated last year
- Python wrapper for the sparse QR decomposition in SuiteSparseQR.☆38Updated 10 months ago
- ☆105Updated 4 years ago
- Solve sparse linear systems in JAX using the KLU algorithm☆36Updated 7 months ago
- Code for "'Hey, that's not an ODE:' Faster ODE Adjoints via Seminorms" (ICML 2021)☆88Updated 3 years ago
- A library of Krylov methods in pure Python☆64Updated 3 years ago
- Fast extremal eigensolvers for PyTorch.☆17Updated 4 years ago
- Differentiable interface to FEniCS for JAX☆58Updated 4 years ago
- Efficient forward- and reverse-mode sparse Jacobians using Jax☆67Updated 3 weeks ago
- Auto-differentiable and hardware-accelerated force density method☆95Updated 2 weeks ago
- Turning SymPy expressions into PyTorch modules.☆156Updated 2 years ago
- Sparse matrix tools extending scipy.sparse, but with incompatible licenses☆183Updated last week
- PyTorch-FEniCS interface☆103Updated 4 years ago
- Newton and Quasi-Newton optimization with PyTorch☆370Updated 6 months ago
- PyTorch implementation of the Hessian-free optimizer☆36Updated last year
- Orthogonal polynomials in all shapes and sizes.☆187Updated last year
- Interpolating natural cubic splines. Includes batching, GPU support, support for missing values, evaluating derivatives of the spline, an…☆275Updated 3 years ago
- Python implementation of the paper "Discrete Differential-Geometry Operators for Triangulated 2-Manifolds" by Meyer et. al. VisMath 2002☆53Updated 2 years ago
- JAX-SPH: A Differentiable Smoothed Particle Hydrodynamics Framework☆75Updated last month
- We simulate a wind tunnel, place a rectangular occlusion in it, and then use gradient descent to turn the occlusion into a wing.☆27Updated 5 years ago
- An extensible benchmark suite to evaluate data-driven physical simulation☆31Updated 4 years ago
- repo for paper: Adaptive Checkpoint Adjoint (ACA) method for gradient estimation in neural ODE☆57Updated 4 years ago
- Source code for Fathony, Sahu, Willmott, & Kolter, "Multiplicative Filter Networks", ICLR 2021.☆96Updated 4 years ago