JianpanHuang / KANLinks
This repository demonstrates the application of efficient Kolmogorov-Arnold Networks (KAN) in a curve fitting (regression) task.
☆34Updated last year
Alternatives and similar repositories for KAN
Users that are interested in KAN 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 on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.☆251Updated 10 months ago
- TKAN: Temporal Kolmogorov-Arnold Networks☆209Updated 6 months ago
- Kolmogorov–Arnold Networks with modified activation (using MLP to represent the activation)☆105Updated 8 months ago
- Benchmark for efficiency in memory and time of different KAN implementations.☆130Updated 10 months ago
- Temporal Kolmogorov-Arnold Transformer☆80Updated 6 months ago
- Kolmogorov-Arnold Networks (KAN) using Jacobi polynomials instead of B-splines.☆38Updated last year
- A modified CNN architecture using Kolmogorov-Arnold Networks☆83Updated last year
- A simple feature-based time series classifier using Kolmogorov–Arnold Networks☆118Updated 10 months ago
- Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.☆380Updated last year
- Benchmarking and Testing FastKAN☆78Updated last year
- FastKAN: Very Fast Implementation of Kolmogorov-Arnold Networks (KAN)☆423Updated last year
- Experiment ASsistance for Your Time-Series Forecasting, EasyTSF☆111Updated 3 months ago
- Implementation of Fractional Kolmogorov-Arnold Network (fKAN)☆25Updated 5 months ago
- An easy to use PyTorch implementation of the Kolmogorov Arnold Network and a few novel variations☆184Updated 7 months ago
- Kolmogorov-Arnold Networks with various basis functions like B-Splines, Fourier, Chebyshev, Wavelets etc☆35Updated last year
- Understanding Kolmogorov-Arnold Networks: A Tutorial Series on KAN using Toy Examples☆191Updated last month
- SigKAN: Signature-Weighted Kolmogorov-Arnold Networks for Time Series☆46Updated 7 months ago
- This repository contains the codes to replicate the simulations from the paper: "Wav-KAN: Wavelet Kolmogorov-Arnold Networks". It showca…☆148Updated last month
- Kolmogorov-Arnold Networks built on JAX☆82Updated 3 months ago
- ☆93Updated last year
- This code implements a Radial Basis Function (RBF) based Kolmogorov-Arnold Network (KAN) for function approximation.☆29Updated last year
- Fast Convolutional KAN☆61Updated last year
- [ICLR2024] Stable Neural Stochastic Differential Equations in Analyzing Irregular Time Series Data☆43Updated 5 months ago
- ☆78Updated last month
- About Code release for “RoPINN: Region Optimized Physics-Informed Neural Networks” (NeurIPS 2024), https://arxiv.org/abs/2405.14369☆57Updated 8 months ago
- Implementation of xLSTM in Pytorch from the paper: "xLSTM: Extended Long Short-Term Memory"☆119Updated 3 months ago
- KAN meets Gram Polynomials☆18Updated 11 months ago
- Combine B-Splines (BS) and Radial Basis Functions (RBF) in Kolmogorov-Arnold Networks (KANs)☆27Updated 2 months ago
- ☆48Updated 6 months ago