sail-sg / autofd
Automatic Functional Differentiation in JAX
☆71Updated 3 weeks ago
Alternatives and similar repositories for autofd:
Users that are interested in autofd are comparing it to the libraries listed below
- Multiple dispatch over abstract array types in JAX.☆116Updated last week
- Exchange correlation functionals translated from libxc to jax☆45Updated 3 weeks ago
- Second Order Optimization and Curvature Estimation with K-FAC in JAX.☆267Updated this week
- Matrix-free linear algebra in JAX.☆116Updated 3 months ago
- Implementation of Forward Laplacian algorithm in JAX☆63Updated last month
- A LinearOperator implementation to wrap the numerical nuts and bolts of GPyTorch☆107Updated last month
- jax library for E3 Equivariant Neural Networks☆204Updated 2 months ago
- Stencil computations in JAX☆70Updated last year
- Interpolation and function approximation with JAX☆170Updated last week
- Forward mode laplacian implemented in JAX tracer☆29Updated last month
- Riemannian Optimization Using JAX☆48Updated last year
- Code for the book "The Elements of Differentiable Programming".☆79Updated last month
- Annotated implementations of equivariant (graph) neural networks in Jax: EGNN, SEGNN, NequIP.☆31Updated last month
- JAX bindings to the Flatiron Institute Non-uniform Fast Fourier Transform (FINUFFT) library☆90Updated last week
- Numerical quadrature with JAX☆56Updated last week
- ☆155Updated last month
- Differentiable and accelerated spherical transforms with JAX☆147Updated this week
- A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations☆125Updated 7 months ago
- Exact OU processes with JAX☆42Updated last month
- Pytorch-like dataloaders for JAX.☆80Updated 6 months ago
- Turn jitted jax functions back into python source code☆22Updated 4 months ago
- [ICML 2024] Official implementation for "Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for Sampling".☆30Updated 4 months ago
- Minimal Implementation of Bayesian Optimization in JAX☆92Updated last week
- JAX Arrays for human consumption☆92Updated last year
- Bind any function written in another language to JAX with support for JVP/VJP/batching/jit compilation☆67Updated last week
- Flow Annealed Importance Sampling Bootstrap (FAB). ICLR 2023.☆57Updated last year
- Visualize, create, and operate on pytrees in the most intuitive way possible.☆45Updated 3 months ago
- Efficient Differentiable n-d PDE solvers in JAX.☆28Updated 5 months ago
- E3x is a JAX library for constructing efficient E(3)-equivariant deep learning architectures built on top of Flax.☆103Updated last week
- Implementation of various equivariant models in JAX☆12Updated last year