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.
☆158Updated 7 months 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)☆115Updated 10 months ago
- Fast Convolutional KAN☆66Updated last year
- A modified CNN architecture using Kolmogorov-Arnold Networks☆84Updated last year
- KAN for Vision Transformer☆255Updated last year
- ☆140Updated last year
- Benchmark for efficiency in memory and time of different KAN implementations.☆138Updated last year
- This project is dedicated to the implementation and research of Kolmogorov-Arnold convolutional networks. The repository includes implem…☆530Updated last year
- Temporal Kolmogorov-Arnold Transformer☆85Updated last year
- TKAN: Temporal Kolmogorov-Arnold Networks☆224Updated last year
- An easy to use PyTorch implementation of the Kolmogorov Arnold Network and a few novel variations☆187Updated last year
- Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.☆260Updated last year
- KAE : KAN-based AutoEncoder (AE, VAE, VQ-VAE, RVQ, etc.)☆38Updated last year
- Cuda implementation of Extended Long Short Term Memory (xLSTM) with C++ and PyTorch ports☆91Updated last year
- ☆255Updated 3 months ago
- FastKAN: Very Fast Implementation of Kolmogorov-Arnold Networks (KAN)☆465Updated last year
- Efficient Python library for Extended LSTM with exponential gating, memory mixing, and matrix memory for superior sequence modeling.☆302Updated last year
- A easy to use implementation of xLSTM☆66Updated 4 months ago
- Benchmarking and Testing FastKAN☆91Updated last year
- Implementation of xLSTM in Pytorch from the paper: "xLSTM: Extended Long Short-Term Memory"☆118Updated last week
- ikan: many kan variants for every body☆297Updated 6 months ago
- Kolmogorov-Arnold Networks (KAN) using Jacobi polynomials instead of B-splines.☆42Updated last year
- Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.☆402Updated last year
- KAN meets Gram Polynomials☆19Updated last year
- An implementation of mLSTM and sLSTM in PyTorch.☆28Updated last year
- Kolmogorov-Arnold Networks in MATLAB☆57Updated 6 months ago
- 🕹️The toy examples of Kolmogorov-Arnold Network (Get Started Quickly)☆75Updated last year
- U-Net architecture with Kolmogorov-Arnold Convolutions (KA convolutions)☆46Updated 5 months ago
- Kolmogorov-Arnold Networks (KAN) using orthogonal polynomials instead of B-splines.☆39Updated last year
- Variations of Kolmogorov-Arnold Networks☆116Updated last year
- This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing th…☆913Updated 9 months ago