xitorch / xitorch
Differentiable scientific computing library
☆148Updated 8 months ago
Alternatives and similar repositories for xitorch:
Users that are interested in xitorch are comparing it to the libraries listed below
- A LinearOperator implementation to wrap the numerical nuts and bolts of GPyTorch☆107Updated last month
- Matrix-free linear algebra in JAX.☆116Updated 3 months ago
- Turning SymPy expressions into PyTorch modules.☆149Updated last year
- jax library for E3 Equivariant Neural Networks☆204Updated 2 months ago
- Numerical integration in arbitrary dimensions on the GPU using PyTorch / TF / JAX☆204Updated 4 months ago
- A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations☆125Updated 7 months ago
- Pytorch differentiable molecular dynamics☆175Updated 2 years ago
- E3x is a JAX library for constructing efficient E(3)-equivariant deep learning architectures built on top of Flax.☆103Updated last week
- ☆49Updated 2 years ago
- Orthogonal polynomials in all shapes and sizes.☆184Updated last year
- A library for programmatically generating equivariant layers through constraint solving☆266Updated last year
- Zero-copy MPI communication of JAX arrays, for turbo-charged HPC applications in Python☆476Updated last month
- Differentiable interface to FEniCS/Firedrake for JAX using dolfin-adjoint/pyadjoint☆94Updated last year
- Automatic Functional Differentiation in JAX☆71Updated 3 weeks ago
- Differentiable and accelerated spherical transforms with JAX☆147Updated this week
- A parallel ODE solver for PyTorch☆254Updated 6 months ago
- Wraps PyTorch code in a JIT-compatible way for JAX. Supports automatically defining gradients for reverse-mode AutoDiff.☆51Updated last week
- ☆69Updated 2 years ago
- A JAX based package designed for efficient second order operators (e.g., laplacian) computation.☆72Updated last year
- Second Order Optimization and Curvature Estimation with K-FAC in JAX.☆267Updated this week
- Implementation of Forward Laplacian algorithm in JAX☆63Updated last month
- Zonal Spherical Harmonics in d Dimensions in TensorFlow, PyTorch and Jax☆28Updated 11 months ago
- Use scipy.optimize.minimize as a PyTorch Optimizer.☆72Updated 8 months ago
- Turn SymPy expressions into trainable JAX expressions.☆333Updated 2 months ago
- Multi-language library for the calculation of spherical harmonics in Cartesian coordinates☆83Updated last week
- Newton and Quasi-Newton optimization with PyTorch☆342Updated last year
- Stochastic Normalizing Flows☆76Updated 3 years ago
- Interpolating natural cubic splines. Includes batching, GPU support, support for missing values, evaluating derivatives of the spline, an…☆249Updated 2 years ago
- Linear solvers in JAX and Equinox. https://docs.kidger.site/lineax☆431Updated 3 weeks ago
- JAX accelerated Quantum Monte Carlo☆74Updated last month