zavareh1 / Wav-KAN
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.
☆135Updated last month
Alternatives and similar repositories for Wav-KAN:
Users that are interested in Wav-KAN are comparing it to the libraries listed below
- Convolutional layer for Kolmogorov-Arnold Network (KAN)☆94Updated last week
- A modified CNN architecture using Kolmogorov-Arnold Networks☆76Updated 10 months ago
- Fast Convolutional KAN☆58Updated 10 months ago
- An easy to use PyTorch implementation of the Kolmogorov Arnold Network and a few novel variations☆178Updated 4 months ago
- KAN for Vision Transformer☆245Updated 5 months ago
- ☆127Updated 10 months ago
- Benchmarking and Testing FastKAN☆73Updated 10 months ago
- Cuda implementation of Extended Long Short Term Memory (xLSTM) with C++ and PyTorch ports☆86Updated 9 months ago
- Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.☆368Updated 10 months ago
- FastKAN: Very Fast Implementation of Kolmogorov-Arnold Networks (KAN)☆396Updated 9 months ago
- Temporal Kolmogorov-Arnold Transformer☆79Updated 3 months ago
- Implementation of xLSTM in Pytorch from the paper: "xLSTM: Extended Long Short-Term Memory"☆118Updated 2 months ago
- Kolmogorov–Arnold Networks with modified activation (using MLP to represent the activation)☆103Updated 5 months ago
- This project is dedicated to the implementation and research of Kolmogorov-Arnold convolutional networks. The repository includes implem…☆482Updated 4 months ago
- Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.☆242Updated 6 months ago
- ☆87Updated 9 months ago
- TKAN: Temporal Kolmogorov-Arnold Networks☆199Updated 3 months ago
- Benchmark for efficiency in memory and time of different KAN implementations.☆121Updated 7 months ago
- An implementation of mLSTM and sLSTM in PyTorch.☆27Updated 10 months ago
- Kolmogorov-Arnold Networks (KAN) using orthogonal polynomials instead of B-splines.☆35Updated 4 months ago
- ☆14Updated 9 months ago
- ☆212Updated 3 weeks ago
- Kolmogorov-Arnold Networks (KAN) using Jacobi polynomials instead of B-splines.☆37Updated 10 months ago
- Variations of Kolmogorov-Arnold Networks☆114Updated 10 months ago
- C++ and Cuda ops for fused FourierKAN☆76Updated 10 months ago
- A easy to use implementation of xLSTM☆41Updated 6 months ago
- ikan: 给中文KAN学习者和开发者准备的各种KAN的详细的中文注释+使用例子☆210Updated this week
- KAE : KAN-based AutoEncoder (AE, VAE, VQ-VAE, RVQ, etc.)☆33Updated 10 months ago
- Simba☆205Updated last year
- FC-KAN: Function Combinations in Kolmogorov-Arnold Networks☆32Updated last month