mlsquare / xKAN
Kolmogorov-Arnold Networks with various basis functions like B-Splines, Fourier, Chebyshev, Wavelets etc
☆32Updated 10 months ago
Alternatives and similar repositories for xKAN:
Users that are interested in xKAN are comparing it to the libraries listed below
- This code implements a Radial Basis Function (RBF) based Kolmogorov-Arnold Network (KAN) for function approximation.☆28Updated 9 months ago
- A modified CNN architecture using Kolmogorov-Arnold Networks☆76Updated 10 months ago
- Kolmogorov-Arnold Networks (KAN) using orthogonal polynomials instead of B-splines.☆35Updated 4 months ago
- Kolmogorov-Arnold Networks (KAN) using Jacobi polynomials instead of B-splines.☆37Updated 10 months ago
- Kolmogorov–Arnold Networks with modified activation (using MLP to represent the activation)☆103Updated 5 months ago
- ☆87Updated 9 months ago
- This repository contains a better implementation of Kolmogorov-Arnold networks☆61Updated 10 months ago
- Combine B-Splines (BS) and Radial Basis Functions (RBF) in Kolmogorov-Arnold Networks (KANs)☆25Updated 2 months ago
- High order and sparse layers in pytorch. Lagrange Polynomial, Piecewise Lagrange Polynomial, Piecewise Discontinuous Lagrange Polynomial…☆44Updated 9 months ago
- Benchmark for efficiency in memory and time of different KAN implementations.☆121Updated 7 months ago
- Benchmarking and Testing FastKAN☆73Updated 10 months ago
- C++ and Cuda ops for fused FourierKAN☆76Updated 10 months ago
- A simple example of VAEs with KANs☆12Updated 10 months ago
- Collection of tests performed during the study of the new Kolmogorov-Arnold Neural Networks (KAN)☆39Updated last month
- ☆14Updated 9 months ago
- my attempts at implementing various bits of Sepp Hochreiter's new xLSTM architecture☆130Updated 10 months ago
- ☆16Updated 5 months ago
- This repository demonstrates the application of efficient Kolmogorov-Arnold Networks (KAN) in a curve fitting (regression) task.☆30Updated 8 months ago
- Variations of Kolmogorov-Arnold Networks☆114Updated 10 months ago
- An easy to use PyTorch implementation of the Kolmogorov Arnold Network and a few novel variations☆178Updated 4 months ago
- FC-KAN: Function Combinations in Kolmogorov-Arnold Networks☆32Updated last month
- Toy genetic algorithm in Pytorch☆34Updated last week
- Temporal Kolmogorov-Arnold Transformer☆79Updated 3 months ago
- Implementation of xLSTM in Pytorch from the paper: "xLSTM: Extended Long Short-Term Memory"☆118Updated 2 months ago
- Automatic Integration for Neural Spatio-Temporal Point Process models (AI-STPP) is a new paradigm for exact, efficient, non-parametric inf…☆24Updated 5 months ago
- Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.☆368Updated 10 months ago
- Training small GPT-2 style models using Kolmogorov-Arnold networks.☆117Updated 10 months ago
- Implementation of Rational Kolmogorov-Arnold Network (rKAN)☆13Updated 9 months ago
- Implementation of Fractional Kolmogorov-Arnold Network (fKAN)☆22Updated 2 months ago
- Better implementation of Kolmogorov Arnold Network☆23Updated 9 months ago