zavareh1 / Wav-KANLinks
This repository contains the codes to replicate the simulations from the paper: "Wav-KAN: Wavelet Kolmogorov-Arnold Networks". It showcases the use of wavelet functions in neural networks to improve interpretability, accuracy, and efficiency.
☆148Updated 3 weeks ago
Alternatives and similar repositories for Wav-KAN
Users that are interested in Wav-KAN are comparing it to the libraries listed below
Sorting:
- Convolutional layer for Kolmogorov-Arnold Network (KAN)☆102Updated 3 months ago
- A modified CNN architecture using Kolmogorov-Arnold Networks☆82Updated last year
- Fast Convolutional KAN☆61Updated last year
- ☆133Updated last year
- Benchmarking and Testing FastKAN☆78Updated last year
- Benchmark for efficiency in memory and time of different KAN implementations.☆129Updated 10 months ago
- ☆16Updated last year
- ☆92Updated last year
- Cuda implementation of Extended Long Short Term Memory (xLSTM) with C++ and PyTorch ports☆87Updated last year
- An implementation of mLSTM and sLSTM in PyTorch.☆28Updated last year
- Implementation of xLSTM in Pytorch from the paper: "xLSTM: Extended Long Short-Term Memory"☆119Updated 3 months ago
- An easy to use PyTorch implementation of the Kolmogorov Arnold Network and a few novel variations☆184Updated 7 months ago
- A easy to use implementation of xLSTM☆50Updated 9 months ago
- KAN for Vision Transformer☆248Updated 8 months ago
- TKAN: Temporal Kolmogorov-Arnold Networks☆208Updated 6 months ago
- Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.☆380Updated last year
- FastKAN: Very Fast Implementation of Kolmogorov-Arnold Networks (KAN)☆420Updated last year
- This project is dedicated to the implementation and research of Kolmogorov-Arnold convolutional networks. The repository includes implem…☆504Updated 7 months ago
- KAE : KAN-based AutoEncoder (AE, VAE, VQ-VAE, RVQ, etc.)☆34Updated last year
- Variations of Kolmogorov-Arnold Networks☆115Updated last year
- 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.☆250Updated 10 months ago
- C++ and Cuda ops for fused FourierKAN☆80Updated last year
- Replacement classic layers with KAN Block for Hyperspectral data☆35Updated 7 months ago
- KAN meets Gram Polynomials☆18Updated 11 months ago
- Temporal Kolmogorov-Arnold Transformer☆80Updated 6 months ago
- ikan: many kan variants for every body☆275Updated last month
- Kolmogorov–Arnold Networks with modified activation (using MLP to represent the activation)☆105Updated 8 months ago
- ☆241Updated 4 months ago
- FC-KAN: Function Combinations in Kolmogorov-Arnold Networks☆37Updated last week