SpaceLearner / JacobiKANLinks
Kolmogorov-Arnold Networks (KAN) using Jacobi polynomials instead of B-splines.
☆38Updated last year
Alternatives and similar repositories for JacobiKAN
Users that are interested in JacobiKAN are comparing it to the libraries listed below
Sorting:
- Kolmogorov-Arnold Networks (KAN) using orthogonal polynomials instead of B-splines.☆38Updated 7 months ago
- Implementation of Fractional Kolmogorov-Arnold Network (fKAN)☆25Updated 5 months ago
- This code implements a Radial Basis Function (RBF) based Kolmogorov-Arnold Network (KAN) for function approximation.☆29Updated last year
- Kolmogorov-Arnold Networks with various basis functions like B-Splines, Fourier, Chebyshev, Wavelets etc☆35Updated last year
- Kolmogorov–Arnold Networks with modified activation (using MLP to represent the activation)☆105Updated 8 months ago
- Temporal Kolmogorov-Arnold Transformer☆80Updated 6 months ago
- Fast Convolutional KAN☆61Updated last year
- A modified CNN architecture using Kolmogorov-Arnold Networks☆83Updated last year
- ☆93Updated last year
- FC-KAN: Function Combinations in Kolmogorov-Arnold Networks☆37Updated 2 weeks ago
- Benchmark for efficiency in memory and time of different KAN implementations.☆130Updated 10 months ago
- About Code release for “RoPINN: Region Optimized Physics-Informed Neural Networks” (NeurIPS 2024), https://arxiv.org/abs/2405.14369☆57Updated 8 months ago
- Benchmarking and Testing FastKAN☆78Updated last year
- ☆16Updated 7 months ago
- Convolutional layer for Kolmogorov-Arnold Network (KAN)☆104Updated 3 months ago
- TKAN: Temporal Kolmogorov-Arnold Networks☆209Updated 7 months ago
- Implementation of Rational Kolmogorov-Arnold Network (rKAN)☆14Updated last year
- Combine B-Splines (BS) and Radial Basis Functions (RBF) in Kolmogorov-Arnold Networks (KANs)☆27Updated 2 months ago
- C++ and Cuda ops for fused FourierKAN☆80Updated last year
- This repository contains the codes to replicate the simulations from the paper: "Wav-KAN: Wavelet Kolmogorov-Arnold Networks". It showca…☆148Updated last month
- ☆12Updated last month
- MNIST example using Kolmogorov-Arnold Networks☆27Updated last year
- A pytorch implementation of Fourier Analysis Networks (FAN)☆35Updated 9 months ago
- ☆34Updated 6 months ago
- Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.☆251Updated 10 months ago
- Experiment ASsistance for Your Time-Series Forecasting, EasyTSF☆111Updated 4 months ago
- [AAAI'24] "STDiff: Spatio-temporal Diffusion for Continuous Stochastic Video Prediction". Xi Ye, Guillaume-Alexandre Bilodeau☆21Updated last year
- Implementation of xLSTM in Pytorch from the paper: "xLSTM: Extended Long Short-Term Memory"☆119Updated 3 months ago
- A simple feature-based time series classifier using Kolmogorov–Arnold Networks☆118Updated 10 months ago
- KAN meets Gram Polynomials☆18Updated 11 months ago