team-daniel / KANLinks
Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.
☆256Updated last year
Alternatives and similar repositories for KAN
Users that are interested in KAN are comparing it to the libraries listed below
Sorting:
- A modified CNN architecture using Kolmogorov-Arnold Networks☆83Updated last year
- Understanding Kolmogorov-Arnold Networks: A Tutorial Series on KAN using Toy Examples☆197Updated 4 months ago
- TKAN: Temporal Kolmogorov-Arnold Networks☆214Updated 10 months ago
- Variations of Kolmogorov-Arnold Networks☆115Updated last year
- FastKAN: Very Fast Implementation of Kolmogorov-Arnold Networks (KAN)☆440Updated last year
- An easy to use PyTorch implementation of the Kolmogorov Arnold Network and a few novel variations☆188Updated 10 months ago
- Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.☆391Updated last year
- Benchmarking and Testing FastKAN☆85Updated last year
- Benchmark for efficiency in memory and time of different KAN implementations.☆133Updated last year
- A simple feature-based time series classifier using Kolmogorov–Arnold Networks☆120Updated last year
- This repository demonstrates the application of efficient Kolmogorov-Arnold Networks (KAN) in a curve fitting (regression) task.☆35Updated last year
- Convolutional layer for Kolmogorov-Arnold Network (KAN)☆113Updated 6 months ago
- This repository contains the codes to replicate the simulations from the paper: "Wav-KAN: Wavelet Kolmogorov-Arnold Networks". It showca…☆151Updated 4 months ago
- Kolmogorov–Arnold Networks with modified activation (using MLP to represent the activation)☆105Updated 2 weeks ago
- Kolmogorov-Arnold Networks (KAN) using orthogonal polynomials instead of B-splines.☆39Updated 10 months ago
- Temporal Kolmogorov-Arnold Transformer☆81Updated 9 months ago
- Experiment ASsistance for Your Time-Series Forecasting, EasyTSF☆115Updated 7 months ago
- Kolmogorov-Arnold Networks (KAN) using Jacobi polynomials instead of B-splines.☆40Updated last year
- ☆137Updated last year
- This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing th…☆901Updated 6 months ago
- Code repository of ml-without-tears blog: https://mlwithouttears.com/☆36Updated last year
- ☆740Updated last year
- Resources about xLSTM by Sepp Hochreiter☆317Updated 11 months ago
- Kolmogorov-Arnold Networks with various basis functions like B-Splines, Fourier, Chebyshev, Wavelets etc☆35Updated last year
- Better implementation of Kolmogorov Arnold Network☆26Updated last year
- Efficient Python library for Extended LSTM with exponential gating, memory mixing, and matrix memory for superior sequence modeling.☆297Updated last year
- Implementation of xLSTM in Pytorch from the paper: "xLSTM: Extended Long Short-Term Memory"☆118Updated last week
- The tensorflow implementation of KANs☆53Updated last year
- Cuda implementation of Extended Long Short Term Memory (xLSTM) with C++ and PyTorch ports☆89Updated last year
- my attempts at implementing various bits of Sepp Hochreiter's new xLSTM architecture☆131Updated last year