Jerry-Master / KAN-benchmarkingLinks
Benchmark for efficiency in memory and time of different KAN implementations.
☆130Updated last year
Alternatives and similar repositories for KAN-benchmarking
Users that are interested in KAN-benchmarking are comparing it to the libraries listed below
Sorting:
- FastKAN: Very Fast Implementation of Kolmogorov-Arnold Networks (KAN)☆432Updated last year
- Benchmarking and Testing FastKAN☆83Updated last year
- An easy to use PyTorch implementation of the Kolmogorov Arnold Network and a few novel variations☆188Updated 9 months ago
- Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.☆385Updated last year
- A More Fair and Comprehensive Comparison between KAN and MLP☆172Updated last year
- Kolmogorov–Arnold Networks with modified activation (using MLP to represent the activation)☆106Updated 10 months ago
- ☆95Updated last year
- Kolmogorov-Arnold Networks (KAN) using Jacobi polynomials instead of B-splines.☆39Updated last year
- A modified CNN architecture using Kolmogorov-Arnold Networks☆83Updated last year
- ☆137Updated last year
- This repository contains the codes to replicate the simulations from the paper: "Wav-KAN: Wavelet Kolmogorov-Arnold Networks". It showca…☆148Updated 2 months ago
- C++ and Cuda ops for fused FourierKAN☆80Updated last year
- Fast Convolutional KAN☆62Updated last year
- Convolutional layer for Kolmogorov-Arnold Network (KAN)☆106Updated 5 months ago
- Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.☆255Updated 11 months ago
- KAN for Vision Transformer☆252Updated 10 months ago
- TKAN: Temporal Kolmogorov-Arnold Networks☆212Updated 8 months ago
- ☆736Updated last year
- Variations of Kolmogorov-Arnold Networks☆115Updated last year
- Kolmogorov-Arnold Networks (KAN) using orthogonal polynomials instead of B-splines.☆38Updated 9 months ago
- ☆244Updated 5 months ago
- Cuda implementation of Extended Long Short Term Memory (xLSTM) with C++ and PyTorch ports☆89Updated last year
- Understanding Kolmogorov-Arnold Networks: A Tutorial Series on KAN using Toy Examples☆194Updated 3 months ago
- Temporal Kolmogorov-Arnold Transformer☆80Updated 8 months ago
- This repository demonstrates the application of efficient Kolmogorov-Arnold Networks (KAN) in a curve fitting (regression) task.☆35Updated last year
- ☆72Updated 6 months ago
- Resources about xLSTM by Sepp Hochreiter☆317Updated 9 months ago
- Implementation of xLSTM in Pytorch from the paper: "xLSTM: Extended Long Short-Term Memory"☆119Updated 2 weeks ago
- FC-KAN: Function Combinations in Kolmogorov-Arnold Networks☆37Updated 2 months ago
- Pytorch implementation of the xLSTM model by Beck et al. (2024)☆171Updated last year