alirezaafzalaghaei / fKANLinks
Implementation of Fractional Kolmogorov-Arnold Network (fKAN)
☆26Updated 8 months ago
Alternatives and similar repositories for fKAN
Users that are interested in fKAN are comparing it to the libraries listed below
Sorting:
- Kolmogorov-Arnold Networks (KAN) using Jacobi polynomials instead of B-splines.☆40Updated last year
- Kolmogorov-Arnold Networks (KAN) using orthogonal polynomials instead of B-splines.☆39Updated 10 months ago
- Implementation of Rational Kolmogorov-Arnold Network (rKAN)☆15Updated last year
- ☆16Updated last year
- Kolmogorov–Arnold Networks with modified activation (using MLP to represent the activation)☆105Updated this week
- This code implements a Radial Basis Function (RBF) based Kolmogorov-Arnold Network (KAN) for function approximation.☆29Updated last year
- FC-KAN: Function Combinations in Kolmogorov-Arnold Networks☆37Updated last month
- Introductory workshop on using deep neural networks for symbolic regression☆12Updated 5 months ago
- Benchmarking and Testing FastKAN☆85Updated last year
- Kolmogorov-Arnold Networks with various basis functions like B-Splines, Fourier, Chebyshev, Wavelets etc☆35Updated last year
- A modified CNN architecture using Kolmogorov-Arnold Networks☆83Updated last year
- C++ and Cuda ops for fused FourierKAN☆80Updated last year
- 🏔️ PINNACLE: PINN Adaptive ColLocation and Experimental points selection☆23Updated last year
- This repository demonstrates the application of efficient Kolmogorov-Arnold Networks (KAN) in a curve fitting (regression) task.☆35Updated last year
- Benchmark for efficiency in memory and time of different KAN implementations.☆133Updated last year
- [AAAI'24] "STDiff: Spatio-temporal Diffusion for Continuous Stochastic Video Prediction". Xi Ye, Guillaume-Alexandre Bilodeau☆25Updated last year
- ☆96Updated last year
- Fast Convolutional KAN☆64Updated last year
- About Code release for “RoPINN: Region Optimized Physics-Informed Neural Networks” (NeurIPS 2024), https://arxiv.org/abs/2405.14369☆58Updated 2 months ago
- Convolutional layer for Kolmogorov-Arnold Network (KAN)☆113Updated 6 months ago
- This repository contains the codes to replicate the simulations from the paper: "Wav-KAN: Wavelet Kolmogorov-Arnold Networks". It showca…☆151Updated 3 months ago
- [AAAI 2023] Physics-Informed Cell Representations☆35Updated 2 years ago
- [ICLR2025 Spotlight] Official implementation of Conflict-Free Inverse Gradients Method☆82Updated 4 months ago
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆69Updated 5 months ago
- [NeurIPS 2023 Spotlight] Separable Physics-Informed Neural Networks☆78Updated last year
- ☆12Updated last year
- The code is associated with the paper entitled "KAN-ODEs: Kolmogorov-Arnold Network Ordinary Differential Equations for Learning Dynamica…☆33Updated 2 months ago
- Official Implementation of "AIVT: Inference of turbulent thermal convection from measured 3D velocity data by physics-informed Kolmogorov…☆15Updated 5 months ago
- Benchmarking of diffusion models for global field reconstruction from sparse observations☆26Updated 10 months ago
- ☆28Updated 3 years ago