Alternatives and similar repositories for fKAN

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

• SpaceLearner / JacobiKAN
  Kolmogorov-Arnold Networks (KAN) using Jacobi polynomials instead of B-splines.
  ☆38Updated last year
• Boris-73-TA / OrthogPolyKANs
  Kolmogorov-Arnold Networks (KAN) using orthogonal polynomials instead of B-splines.
  ☆38Updated 7 months ago
• sidhu2690 / RBF-KAN
  This code implements a Radial Basis Function (RBF) based Kolmogorov-Arnold Network (KAN) for function approximation.
  ☆29Updated last year
• alirezaafzalaghaei / rKAN
  Implementation of Rational Kolmogorov-Arnold Network (rKAN)
  ☆13Updated 11 months ago
• seydi1370 / Basis_Functions
  ☆16Updated last year
• hoangthangta / FC_KAN
  FC-KAN: Function Combinations in Kolmogorov-Arnold Networks
  ☆37Updated last month
• hoangthangta / BSRBF_KAN
  Combine B-Splines (BS) and Radial Basis Functions (RBF) in Kolmogorov-Arnold Networks (KANs)
  ☆27Updated last month
• mlsquare / xKAN
  Kolmogorov-Arnold Networks with various basis functions like B-Splines, Fourier, Chebyshev, Wavelets etc
  ☆35Updated last year
• JianpanHuang / KAN
  This repository demonstrates the application of efficient Kolmogorov-Arnold Networks (KAN) in a curve fitting (regression) task.
  ☆34Updated 11 months ago
• GistNoesis / FusedFourierKAN
  C++ and Cuda ops for fused FourierKAN
  ☆79Updated last year
• Zhangyanbo / MLP-KAN
  Kolmogorov–Arnold Networks with modified activation (using MLP to represent the activation)
  ☆105Updated 7 months ago
• AthanasiosDelis / faster-kan
  Benchmarking and Testing FastKAN
  ☆78Updated last year
• quiqi / relu_kan
  ☆92Updated last year
• Rose-STL-Lab / Dynamic-Adaptation-Network
  ☆28Updated last year
• jdtoscano94 / Instant-AIVT
  Official Implementation of "AIVT: Inference of turbulent thermal convection from measured 3D velocity data by physics-informed Kolmogorov…
  ☆12Updated last month
• thuml / RoPINN
  About Code release for “RoPINN: Region Optimized Physics-Informed Neural Networks” (NeurIPS 2024), https://arxiv.org/abs/2405.14369
  ☆55Updated 7 months ago
• remigenet / SigKAN
  SigKAN: Signature-Weighted Kolmogorov-Arnold Networks for Time Series
  ☆46Updated 7 months ago
• zavareh1 / Wav-KAN
  This repository contains the codes to replicate the simulations from the paper: "Wav-KAN: Wavelet Kolmogorov-Arnold Networks". It showca…
  ☆147Updated 2 weeks ago
• belkakari / implicit-kan
  Kolmogorov-Arnold networks (KAN) as implicit functions (like NeRF but simpler)
  ☆14Updated last year
• XiangboGaoBarry / KA-Conv
  Fast Convolutional KAN
  ☆61Updated last year
• jlamprou / Fourier-Analysis-Networks-FAN
  A pytorch implementation of Fourier Analysis Networks (FAN)
  ☆35Updated 8 months ago
• tum-pbs / half-inverse-gradients
  Source code for the ICLR'22 paper on "Half-Inverse Gradients"
  ☆18Updated 3 years ago
• katiana22 / latent-deeponet
  Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."
  ☆62Updated 2 months ago
• georgosgeorgos / trajectory-alignment-diffusion
  Code for "Aligning Optimization Trajectories with Diffusion Models for Constrained Design Generation" @ NeurIPS 2023
  ☆17Updated last year
• JaouadT / KANU_Net
  U-Net architecture with Kolmogorov-Arnold Convolutions (KA convolutions)
  ☆38Updated last year
• jakariaemon / CNN-KAN
  A modified CNN architecture using Kolmogorov-Arnold Networks
  ☆80Updated last year
• Jerry-Master / KAN-benchmarking
  Benchmark for efficiency in memory and time of different KAN implementations.
  ☆126Updated 10 months ago
• jloveric / high-order-layers-torch
  High order and sparse layers in pytorch. Lagrange Polynomial, Piecewise Lagrange Polynomial, Piecewise Discontinuous Lagrange Polynomial…
  ☆44Updated last year
• NamGyuKang / PIXEL
  [AAAI 2023] Physics-Informed Cell Representations
  ☆35Updated 2 years ago
• DENG-MIT / KAN-ODEs
  The code is associated with the paper entitled "KAN-ODEs: Kolmogorov-Arnold Network Ordinary Differential Equations for Learning Dynamica…
  ☆31Updated 7 months ago