pnkraemer / matfreeLinks
Matrix-free linear algebra in JAX.
☆153Updated 3 weeks ago
Alternatives and similar repositories for matfree
Users that are interested in matfree are comparing it to the libraries listed below
Sorting:
- A LinearOperator implementation to wrap the numerical nuts and bolts of GPyTorch☆121Updated 2 weeks ago
- Multiple dispatch over abstract array types in JAX.☆136Updated 2 weeks ago
- Minimal JAX implementation of k-nearest neighbors using a k-d tree.☆51Updated 5 months ago
- Stencil computations in JAX☆71Updated last month
- Probabilistic solvers for differential equations in JAX. Adaptive ODE solvers with calibration, state-space model factorisations, and cus…☆53Updated last month
- ☆205Updated 2 months ago
- A generic interface for linear algebra backends☆75Updated last month
- A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations☆131Updated last year
- Minimal Implementation of Bayesian Optimization in JAX☆100Updated 8 months ago
- Numerical quadrature with JAX☆73Updated 2 weeks ago
- JAX bindings to the Flatiron Institute Non-uniform Fast Fourier Transform (FINUFFT) library☆108Updated 2 weeks ago
- Orthogonal polynomials with JAX☆26Updated 2 weeks ago
- Tutorial materials of the Probabilistic Numerics Spring School.☆35Updated 2 years ago
- A dead simple Python package for creating custom JAX pytree objects☆66Updated last year
- Interpolation and function approximation with JAX☆235Updated 2 weeks ago
- Differentiable Principal Component Analysis (PCA) implementation in JAX☆30Updated 8 months ago
- Lightweight library of stochastic gradient MCMC algorithms written in JAX.☆105Updated 2 years ago
- Mathematical operations for JAX pytrees☆205Updated last year
- Add a tqdm progress bar to your JAX scans and loops.☆123Updated 7 months ago
- Efficient Differentiable n-d PDE solvers in JAX.☆52Updated 2 months ago
- Efficient SDE samplers including Gaussian-based probabilistic solvers. Written in JAX.☆10Updated 10 months ago
- Bind any function written in another language to JAX with support for JVP/VJP/batching/jit compilation☆75Updated 3 months ago
- A small library of paramaterizations and parameter constraints for PyTrees.☆48Updated 7 months ago
- Probabilistic ODE solvers are fun, but are they fast? See also: https://github.com/pnkraemer/probdiffeq for JAX code or https://github.c…☆21Updated last year
- JAX Arrays for human consumption☆110Updated 2 months ago
- Simulation-based inference in JAX☆42Updated last month
- Oryx is a library for probabilistic programming and deep learning built on top of Jax.☆292Updated 2 weeks ago
- Automatic Functional Differentiation in JAX☆80Updated 3 months ago
- Exponential families for JAX☆75Updated last week
- Code for Gaussian Score Matching Variational Inference☆35Updated 10 months ago