team-daniel / KAN
Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.
☆248Updated 7 months ago
Alternatives and similar repositories for KAN:
Users that are interested in KAN are comparing it to the libraries listed below
- A modified CNN architecture using Kolmogorov-Arnold Networks☆77Updated 11 months ago
- Understanding Kolmogorov-Arnold Networks: A Tutorial Series on KAN using Toy Examples☆185Updated 6 months ago
- FastKAN: Very Fast Implementation of Kolmogorov-Arnold Networks (KAN)☆403Updated 10 months ago
- An easy to use PyTorch implementation of the Kolmogorov Arnold Network and a few novel variations☆178Updated 5 months ago
- TKAN: Temporal Kolmogorov-Arnold Networks☆201Updated 4 months ago
- Variations of Kolmogorov-Arnold Networks☆114Updated 11 months ago
- Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.☆370Updated 11 months ago
- This repository demonstrates the application of efficient Kolmogorov-Arnold Networks (KAN) in a curve fitting (regression) task.☆32Updated 9 months ago
- A simple feature-based time series classifier using Kolmogorov–Arnold Networks☆117Updated 8 months ago
- Benchmark for efficiency in memory and time of different KAN implementations.☆121Updated 8 months ago
- Kolmogorov–Arnold Networks with modified activation (using MLP to represent the activation)☆103Updated 5 months ago
- Benchmarking and Testing FastKAN☆74Updated 11 months ago
- Temporal Kolmogorov-Arnold Transformer☆78Updated 4 months ago
- This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing th…☆854Updated 2 weeks ago
- KAN for Vision Transformer☆246Updated 6 months ago
- This repository contains the codes to replicate the simulations from the paper: "Wav-KAN: Wavelet Kolmogorov-Arnold Networks". It showca…☆142Updated 2 months ago
- This project is dedicated to the implementation and research of Kolmogorov-Arnold convolutional networks. The repository includes implem…☆490Updated 5 months ago
- Convolutional layer for Kolmogorov-Arnold Network (KAN)☆98Updated last month
- ☆728Updated 11 months ago
- A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and mor…☆2,892Updated 2 months ago
- Code repository of ml-without-tears blog: https://mlwithouttears.com/☆34Updated 11 months ago
- The tensorflow implementation of KANs☆52Updated 8 months ago
- ☆128Updated 11 months ago
- Experiment ASsistance for Your Time-Series Forecasting, EasyTSF☆101Updated last month
- ☆340Updated 11 months ago
- Fast Convolutional KAN☆58Updated 11 months ago
- ☆88Updated 10 months ago
- C++ and Cuda ops for fused FourierKAN☆78Updated 11 months ago
- Kolmogorov-Arnold Networks (KAN) using orthogonal polynomials instead of B-splines.☆36Updated 5 months ago
- Collection of tests performed during the study of the new Kolmogorov-Arnold Neural Networks (KAN)☆40Updated 2 months ago