sail-sg / autofdLinks
Automatic Functional Differentiation in JAX
☆72Updated 3 months ago
Alternatives and similar repositories for autofd
Users that are interested in autofd are comparing it to the libraries listed below
Sorting:
- Multiple dispatch over abstract array types in JAX.☆125Updated last week
- Matrix-free linear algebra in JAX.☆125Updated last month
- Second Order Optimization and Curvature Estimation with K-FAC in JAX.☆278Updated last week
- Stencil computations in JAX☆71Updated last year
- Pytorch-like dataloaders for JAX.☆87Updated 3 weeks ago
- Implementation of Forward Laplacian algorithm in JAX☆76Updated 3 weeks ago
- Interpolation and function approximation with JAX☆196Updated this week
- ☆167Updated last month
- Bayesian inference with Python and Jax.☆32Updated 2 years ago
- Turn jitted jax functions back into python source code☆22Updated 6 months ago
- Minimal Implementation of Bayesian Optimization in JAX☆95Updated 2 months ago
- JAX bindings to the Flatiron Institute Non-uniform Fast Fourier Transform (FINUFFT) library☆97Updated last week
- JAX Arrays for human consumption☆93Updated this week
- Minimal JAX implementation of k-nearest neighbors using a k-d tree.☆41Updated last week
- Forward mode laplacian implemented in JAX tracer☆29Updated 3 months ago
- Riemannian Optimization Using JAX☆49Updated last year
- Exchange correlation functionals translated from libxc to jax☆45Updated 3 months ago
- Jaxpr Visualisation Tool☆28Updated 6 months ago
- A LinearOperator implementation to wrap the numerical nuts and bolts of GPyTorch☆111Updated 3 months ago
- A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations☆128Updated 9 months ago
- Numerical quadrature with JAX☆65Updated last week
- Add a tqdm progress bar to your JAX scans and loops.☆110Updated last month
- Efficient Differentiable n-d PDE solvers in JAX.☆40Updated 7 months ago
- diffusionjax is a simple and accessible diffusion models package in JAX☆45Updated 5 months ago
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆51Updated 2 years ago
- Visualize, create, and operate on pytrees in the most intuitive way possible.☆45Updated 5 months ago
- jax library for E3 Equivariant Neural Networks☆207Updated 5 months ago
- A small library of paramaterizations and parameter constraints for PyTrees.☆34Updated last month
- Stainless neural networks in JAX☆34Updated last week
- Code for the book "The Elements of Differentiable Programming".☆88Updated this week