StarostinV / convkanLinks
Convolutional layer for Kolmogorov-Arnold Network (KAN)
☆100Updated 3 months ago
Alternatives and similar repositories for convkan
Users that are interested in convkan are comparing it to the libraries listed below
Sorting:
- This repository contains the codes to replicate the simulations from the paper: "Wav-KAN: Wavelet Kolmogorov-Arnold Networks". It showca…☆147Updated 2 weeks ago
- Fast Convolutional KAN☆61Updated last year
- KAN for Vision Transformer☆248Updated 8 months ago
- ☆133Updated last year
- A modified CNN architecture using Kolmogorov-Arnold Networks☆80Updated last year
- Benchmarking and Testing FastKAN☆78Updated last year
- U-Net architecture with Kolmogorov-Arnold Convolutions (KA convolutions)☆38Updated last year
- Replacement classic layers with KAN Block for Hyperspectral data☆34Updated 6 months ago
- Cuda implementation of Extended Long Short Term Memory (xLSTM) with C++ and PyTorch ports☆87Updated last year
- Benchmark for efficiency in memory and time of different KAN implementations.☆126Updated 10 months ago
- ☆92Updated last year
- An implementation of mLSTM and sLSTM in PyTorch.☆28Updated last year
- An easy to use PyTorch implementation of the Kolmogorov Arnold Network and a few novel variations☆183Updated 7 months ago
- A easy to use implementation of xLSTM☆50Updated 9 months ago
- KAE : KAN-based AutoEncoder (AE, VAE, VQ-VAE, RVQ, etc.)☆34Updated last year
- Implementation of xLSTM in Pytorch from the paper: "xLSTM: Extended Long Short-Term Memory"☆119Updated 2 months ago
- This project is dedicated to the implementation and research of Kolmogorov-Arnold convolutional networks. The repository includes implem…☆503Updated 7 months ago
- FC-KAN: Function Combinations in Kolmogorov-Arnold Networks☆37Updated last month
- Replacing Mamba with xLSTM! It works better. We show that xLSTM-Unet can be an effective semantic segmentation backbone.☆175Updated 11 months ago
- C++ and Cuda ops for fused FourierKAN☆79Updated last year
- Kolmogorov–Arnold Networks with modified activation (using MLP to represent the activation)☆105Updated 7 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)☆418Updated last year
- ☆40Updated last year
- KAN meets Gram Polynomials☆18Updated 11 months ago
- MNIST example using Kolmogorov-Arnold Networks☆27Updated last year
- ☆63Updated 4 months ago
- Kolmogorov-Arnold Networks (KAN) using Jacobi polynomials instead of B-splines.☆38Updated last year
- Variations of Kolmogorov-Arnold Networks☆115Updated last year
- Simba☆208Updated last year