Alternatives and similar repositories for jaxKAN

Users that are interested in jaxKAN are comparing it to the libraries listed below

• Ceyron / exponax
  Efficient Differentiable n-d PDE solvers in JAX.
  ☆47Updated 9 months ago
• f0uriest / interpax
  Interpolation and function approximation with JAX
  ☆213Updated 2 weeks ago
• marvinpfoertner / linpde-gp
  Code for the Paper "Physics-Informed Gaussian Process Regression Generalizes Linear PDE Solvers"
  ☆30Updated last year
• tum-pbs / PhiML
  Intuitive scientific computing with dimension types for Jax, PyTorch, TensorFlow & NumPy
  ☆90Updated 3 weeks ago
• danielward27 / flowjax
  ☆182Updated 3 weeks ago
• pnkraemer / matfree
  Matrix-free linear algebra in JAX.
  ☆138Updated last week
• qiauil / torchfsm
  TorchFSM: Fourier Spectral Method with PyTorch
  ☆48Updated 3 weeks ago
• ucl-bug / jaxdf
  A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations
  ☆130Updated 11 months ago
• Ceyron / pdequinox
  Neural Emulator Architectures in JAX.
  ☆18Updated 9 months ago
• benmoseley / intro-to-jax-workshop
  Introduction to JAX Workshop @ ETH Zurich, 25 June 2024
  ☆36Updated 4 months ago
• astanziola / fourier-neural-operator-flax
  An unofficial implementation of the Fourier Neural Operator in Flax
  ☆18Updated last year
• YaoGroup / MultistageNN
  Codes associated with the manuscript titled "Multi-stage neural networks: Function approximator of machine precision"
  ☆46Updated last year
• VLSF / SNO
  Spectral Neural Operator
  ☆78Updated last year
• tum-pbs / apebench
  [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…
  ☆81Updated 3 months ago
• patrick-kidger / lineax
  Linear solvers in JAX and Equinox. https://docs.kidger.site/lineax
  ☆471Updated last week
• pnkraemer / probdiffeq
  Probabilistic solvers for differential equations in JAX. Adaptive ODE solvers with calibration, state-space model factorisations, and cus…
  ☆52Updated this week
• pdearena / pdearena
  ☆269Updated 11 months ago
• patrick-kidger / quax
  Multiple dispatch over abstract array types in JAX.
  ☆128Updated last week
• ASEM000 / kernex
  Stencil computations in JAX
  ☆71Updated last year
• esa / torchquad
  Numerical integration in arbitrary dimensions on the GPU using PyTorch / TF / JAX
  ☆207Updated last month
• patrick-kidger / optimistix
  Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox. https://docs.kidger.site/optimistix/
  ☆464Updated 2 weeks ago
• PolymathicAI / multiple_physics_pretraining
  Code for paper "Multiple Physics Pretraining for Physical Surrogate Models
  ☆172Updated 8 months ago
• SciML / FluxNeuralOperators.jl
  DeepONets, (Fourier) Neural Operators, Physics-Informed Neural Operators, and more in Julia
  ☆284Updated 11 months ago
• matteoguarrera / awesome-equinox
  Awesome Equinox - A curated list of resources of https://github.com/patrick-kidger/equinox
  ☆15Updated last year
• jeremiecoullon / jax-tqdm
  Add a tqdm progress bar to your JAX scans and loops.
  ☆116Updated 3 months ago
• alonfnt / bayex
  Minimal Implementation of Bayesian Optimization in JAX
  ☆97Updated 4 months ago
• rezaakb / pinns-jax
  PINNs-JAX, Physics-informed Neural Networks (PINNs) implemented in JAX.
  ☆54Updated 11 months ago
• f0uriest / quadax
  Numerical quadrature with JAX
  ☆68Updated last week
• dirmeier / sbijax
  Simulation-based inference in JAX
  ☆32Updated 4 months ago
• dodgebc / jaxkd
  Minimal JAX implementation of k-nearest neighbors using a k-d tree.
  ☆47Updated last month