AntonioTepsich / Convolutional-KANsLinks
This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing the classic linear transformation of the convolution to learnable non linear activations in each pixel.
☆910Updated 8 months ago
Alternatives and similar repositories for Convolutional-KANs
Users that are interested in Convolutional-KANs are comparing it to the libraries listed below
Sorting:
- This project is dedicated to the implementation and research of Kolmogorov-Arnold convolutional networks. The repository includes implem…☆530Updated last year
- KAN for Vision Transformer☆255Updated last year
- FastKAN: Very Fast Implementation of Kolmogorov-Arnold Networks (KAN)☆460Updated last year
- ☆748Updated last year
- A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and mor…☆3,144Updated 2 weeks ago
- Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.☆399Updated last year
- An easy to use PyTorch implementation of the Kolmogorov Arnold Network and a few novel variations☆186Updated last year
- An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).☆4,551Updated last year
- Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.☆261Updated last year
- xLSTM as Generic Vision Backbone☆491Updated 2 months ago
- This repository contains the codes to replicate the simulations from the paper: "Wav-KAN: Wavelet Kolmogorov-Arnold Networks". It showca…☆157Updated 6 months ago
- ☆140Updated last year
- ikan: many kan variants for every body☆295Updated 5 months ago
- Convolutional layer for Kolmogorov-Arnold Network (KAN)☆111Updated 9 months ago
- A simple and efficient Mamba implementation in pure PyTorch and MLX.☆1,392Updated last year
- Variations of Kolmogorov-Arnold Networks☆116Updated last year
- Benchmark for efficiency in memory and time of different KAN implementations.☆136Updated last year
- Benchmarking and Testing FastKAN☆89Updated last year
- A modified CNN architecture using Kolmogorov-Arnold Networks☆84Updated last year
- [ICLR2025] Kolmogorov-Arnold Transformer☆844Updated 9 months ago
- Fast Convolutional KAN☆66Updated last year
- Efficient Python library for Extended LSTM with exponential gating, memory mixing, and matrix memory for superior sequence modeling.☆302Updated last year
- Understanding Kolmogorov-Arnold Networks: A Tutorial Series on KAN using Toy Examples☆204Updated 7 months ago
- [AAAI' 25] U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation☆502Updated 6 months ago
- Implementation of Vision Mamba from the paper: "Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Mod…☆480Updated last week
- Minimal Mamba-2 implementation in PyTorch☆238Updated last year
- A curated collection of papers, tutorials, videos, and other valuable resources related to Mamba.☆684Updated 4 months ago
- Official repository of the xLSTM.☆2,081Updated last month
- The PyTorch implementation of Generative Pre-trained Transformers (GPTs) using Kolmogorov-Arnold Networks (KANs) for language modeling☆726Updated last year
- Code release for DynamicTanh (DyT)☆1,031Updated 9 months ago