Indoxer / LKANLinks
Variations of Kolmogorov-Arnold Networks
☆115Updated last year
Alternatives and similar repositories for LKAN
Users that are interested in LKAN are comparing it to the libraries listed below
Sorting:
- Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.☆380Updated last year
- An easy to use PyTorch implementation of the Kolmogorov Arnold Network and a few novel variations☆183Updated 7 months ago
- Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.☆250Updated 9 months ago
- FastKAN: Very Fast Implementation of Kolmogorov-Arnold Networks (KAN)☆418Updated last year
- Benchmarking and Testing FastKAN☆78Updated last year
- Benchmark for efficiency in memory and time of different KAN implementations.☆126Updated 10 months ago
- Convolutional layer for Kolmogorov-Arnold Network (KAN)☆100Updated 3 months ago
- Understanding Kolmogorov-Arnold Networks: A Tutorial Series on KAN using Toy Examples☆191Updated last month
- TKAN: Temporal Kolmogorov-Arnold Networks☆208Updated 6 months ago
- A modified CNN architecture using Kolmogorov-Arnold Networks☆80Updated last year
- Kolmogorov–Arnold Networks with modified activation (using MLP to represent the activation)☆105Updated 7 months ago
- This repository contains the codes to replicate the simulations from the paper: "Wav-KAN: Wavelet Kolmogorov-Arnold Networks". It showca…☆148Updated 2 weeks ago
- ☆92Updated last year
- ☆133Updated last year
- my attempts at implementing various bits of Sepp Hochreiter's new xLSTM architecture☆130Updated last year
- A simple feature-based time series classifier using Kolmogorov–Arnold Networks☆118Updated 10 months ago
- Collection of tests performed during the study of the new Kolmogorov-Arnold Neural Networks (KAN)☆39Updated 4 months ago
- ☆738Updated last year
- Kolmogorov-Arnold Networks with various basis functions like B-Splines, Fourier, Chebyshev, Wavelets etc☆35Updated last year
- A More Fair and Comprehensive Comparison between KAN and MLP☆169Updated 10 months ago
- C++ and Cuda ops for fused FourierKAN☆79Updated last year
- Kolmogorov-Arnold Networks (KAN) using orthogonal polynomials instead of B-splines.☆38Updated 7 months ago
- Kolmogorov-Arnold Networks (KAN) using Jacobi polynomials instead of B-splines.☆38Updated last year
- This repository demonstrates the application of efficient Kolmogorov-Arnold Networks (KAN) in a curve fitting (regression) task.☆34Updated 11 months ago
- FC-KAN: Function Combinations in Kolmogorov-Arnold Networks☆37Updated last month
- This repository contains a better implementation of Kolmogorov-Arnold networks☆62Updated 3 weeks ago
- High order and sparse layers in pytorch. Lagrange Polynomial, Piecewise Lagrange Polynomial, Piecewise Discontinuous Lagrange Polynomial…☆44Updated last year
- Cuda implementation of Extended Long Short Term Memory (xLSTM) with C++ and PyTorch ports☆87Updated last year
- Temporal Kolmogorov-Arnold Transformer☆80Updated 6 months ago
- Simple, minimal implementation of the Mamba SSM in one pytorch file. Using logcumsumexp (Heisen sequence).☆119Updated 8 months ago