1ssb / torchkan
An easy to use PyTorch implementation of the Kolmogorov Arnold Network and a few novel variations
☆174Updated 3 months ago
Alternatives and similar repositories for torchkan:
Users that are interested in torchkan are comparing it to the libraries listed below
- FastKAN: Very Fast Implementation of Kolmogorov-Arnold Networks (KAN)☆389Updated 8 months ago
- Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.☆365Updated 9 months ago
- KAN for Vision Transformer☆244Updated 5 months ago
- Variations of Kolmogorov-Arnold Networks☆113Updated 9 months ago
- Benchmark for efficiency in memory and time of different KAN implementations.☆119Updated 6 months ago
- This repository contains the codes to replicate the simulations from the paper: "Wav-KAN: Wavelet Kolmogorov-Arnold Networks". It showca…☆133Updated 2 weeks ago
- Benchmarking and Testing FastKAN☆72Updated 9 months ago
- This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing th…☆837Updated 4 months ago
- This project is dedicated to the implementation and research of Kolmogorov-Arnold convolutional networks. The repository includes implem…☆476Updated 3 months ago
- Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.☆238Updated 6 months ago
- Convolutional layer for Kolmogorov-Arnold Network (KAN)☆90Updated 9 months ago
- ☆86Updated 9 months ago
- A modified CNN architecture using Kolmogorov-Arnold Networks☆72Updated 9 months ago
- ☆127Updated 10 months ago
- ☆723Updated 9 months ago
- Kolmogorov–Arnold Networks with modified activation (using MLP to represent the activation)☆103Updated 4 months ago
- ☆338Updated 10 months ago
- TKAN: Temporal Kolmogorov-Arnold Networks☆191Updated 2 months ago
- Training small GPT-2 style models using Kolmogorov-Arnold networks.☆114Updated 9 months ago
- Understanding Kolmogorov-Arnold Networks: A Tutorial Series on KAN using Toy Examples☆181Updated 4 months ago
- Fast Convolutional KAN☆58Updated 9 months ago
- [ICLR2025] Kolmogorov-Arnold Transformer☆714Updated last month
- Better implementation of Kolmogorov Arnold Network☆23Updated 9 months ago
- High order and sparse layers in pytorch. Lagrange Polynomial, Piecewise Lagrange Polynomial, Piecewise Discontinuous Lagrange Polynomial…☆44Updated 8 months ago
- ☆14Updated 9 months ago
- A More Fair and Comprehensive Comparison between KAN and MLP☆161Updated 6 months ago
- FC-KAN: Function Combinations in Kolmogorov-Arnold Networks☆30Updated 2 weeks ago
- Kolmogorov-Arnold Networks (KAN) using orthogonal polynomials instead of B-splines.☆35Updated 3 months ago
- C++ and Cuda ops for fused FourierKAN☆76Updated 10 months ago
- Kolmogorov-Arnold Networks (KAN) using Jacobi polynomials instead of B-splines.☆37Updated 10 months ago