Sid2690 / Deep-KAN
Better implementation of Kolmogorov Arnold Network
☆23Updated 8 months ago
Alternatives and similar repositories for Deep-KAN:
Users that are interested in Deep-KAN are comparing it to the libraries listed below
- A modified CNN architecture using Kolmogorov-Arnold Networks☆70Updated 8 months ago
- Kolmogorov-Arnold Networks (KAN) using orthogonal polynomials instead of B-splines.☆33Updated 2 months ago
- Kolmogorov-Arnold Networks (KAN) using Jacobi polynomials instead of B-splines.☆36Updated 9 months ago
- ☆14Updated 8 months ago
- Benchmarking and Testing FastKAN☆70Updated 8 months ago
- Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.☆233Updated 5 months ago
- Kolmogorov–Arnold Networks with modified activation (using MLP to represent the activation)☆102Updated 3 months ago
- Code repository of ml-without-tears blog: https://mlwithouttears.com/☆33Updated 9 months ago
- Convolutional layer for Kolmogorov-Arnold Network (KAN)☆82Updated 8 months ago
- An easy to use PyTorch implementation of the Kolmogorov Arnold Network and a few novel variations☆173Updated 2 months ago
- ☆83Updated 8 months ago
- Benchmark for efficiency in memory and time of different KAN implementations.☆118Updated 5 months ago
- This repository contains the codes to replicate the simulations from the paper: "Wav-KAN: Wavelet Kolmogorov-Arnold Networks". It showca…☆123Updated last month
- FC-KAN: Function Combinations in Kolmogorov-Arnold Networks☆27Updated 2 months ago
- Understanding Kolmogorov-Arnold Networks: A Tutorial Series on KAN using Toy Examples☆176Updated 4 months ago
- Variations of Kolmogorov-Arnold Networks☆112Updated 9 months ago
- Implementation of Fractional Kolmogorov-Arnold Network (fKAN)☆21Updated 3 weeks ago
- KAE : KAN-based AutoEncoder (AE, VAE, VQ-VAE, RVQ, etc.)☆32Updated 8 months ago
- This repository demonstrates the application of efficient Kolmogorov-Arnold Networks (KAN) in a curve fitting (regression) task.☆30Updated 7 months ago
- Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.☆362Updated 9 months ago
- Kolmogorov-Arnold Networks built on JAX☆56Updated 2 weeks ago
- Combine B-Splines (BS) and Radial Basis Functions (RBF) in Kolmogorov-Arnold Networks (KANs)☆25Updated 3 weeks ago
- Cuda implementation of Extended Long Short Term Memory (xLSTM) with C++ and PyTorch ports☆85Updated 8 months ago
- [ICLR2024] Stable Neural Stochastic Differential Equations in Analyzing Irregular Time Series Data☆28Updated 2 weeks ago
- Temporal Kolmogorov-Arnold Transformer☆76Updated last month
- High order and sparse layers in pytorch. Lagrange Polynomial, Piecewise Lagrange Polynomial, Piecewise Discontinuous Lagrange Polynomial…☆44Updated 7 months ago
- FastKAN: Very Fast Implementation of Kolmogorov-Arnold Networks (KAN)☆382Updated 7 months ago
- TKAN: Temporal Kolmogorov-Arnold Networks☆189Updated last month
- Collection of tests performed during the study of the new Kolmogorov-Arnold Neural Networks (KAN)☆36Updated 4 months ago
- C++ and Cuda ops for fused FourierKAN☆75Updated 9 months ago