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.
☆888Updated 3 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…☆510Updated 8 months ago
- FastKAN: Very Fast Implementation of Kolmogorov-Arnold Networks (KAN)☆426Updated last year
- KAN for Vision Transformer☆248Updated 9 months ago
- ☆737Updated last year
- xLSTM as Generic Vision Backbone☆480Updated 8 months ago
- An easy to use PyTorch implementation of the Kolmogorov Arnold Network and a few novel variations☆184Updated 8 months ago
- A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and mor…☆3,010Updated 3 weeks ago
- Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.☆382Updated last year
- An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).☆4,433Updated 11 months ago
- This repository contains the codes to replicate the simulations from the paper: "Wav-KAN: Wavelet Kolmogorov-Arnold Networks". It showca…☆148Updated last month
- Variations of Kolmogorov-Arnold Networks☆115Updated last year
- Benchmark for efficiency in memory and time of different KAN implementations.☆130Updated 11 months ago
- Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.☆253Updated 10 months ago
- A curated collection of papers, tutorials, videos, and other valuable resources related to Mamba.☆599Updated last month
- A simple and efficient Mamba implementation in pure PyTorch and MLX.☆1,292Updated 7 months ago
- ikan: many kan variants for every body☆279Updated last week
- Code release for DynamicTanh (DyT)☆985Updated 3 months ago
- ☆136Updated last year
- Convolutional layer for Kolmogorov-Arnold Network (KAN)☆105Updated 4 months ago
- Efficient Python library for Extended LSTM with exponential gating, memory mixing, and matrix memory for superior sequence modeling.☆294Updated last year
- Benchmarking and Testing FastKAN☆78Updated last year
- Resources about xLSTM by Sepp Hochreiter☆318Updated 8 months ago
- Official repository of the xLSTM.☆1,932Updated 2 months ago
- Causal depthwise conv1d in CUDA, with a PyTorch interface☆526Updated last week
- Fast Convolutional KAN☆61Updated last year
- A modified CNN architecture using Kolmogorov-Arnold Networks☆83Updated last year
- [CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone☆1,619Updated last week
- TKAN: Temporal Kolmogorov-Arnold Networks☆211Updated 7 months ago
- Implementation of Vision Mamba from the paper: "Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Mod…☆461Updated last week
- The PyTorch implementation of Generative Pre-trained Transformers (GPTs) using Kolmogorov-Arnold Networks (KANs) for language modeling☆720Updated 8 months ago