sidhu2690 / RBF-KAN
This code implements a Radial Basis Function (RBF) based Kolmogorov-Arnold Network (KAN) for function approximation.
☆28Updated 10 months ago
Alternatives and similar repositories for RBF-KAN:
Users that are interested in RBF-KAN are comparing it to the libraries listed below
- Kolmogorov-Arnold Networks (KAN) using Jacobi polynomials instead of B-splines.☆38Updated 11 months ago
- Kolmogorov-Arnold Networks with various basis functions like B-Splines, Fourier, Chebyshev, Wavelets etc☆33Updated 11 months ago
- Kolmogorov-Arnold Networks (KAN) using orthogonal polynomials instead of B-splines.☆36Updated 5 months ago
- This repository contains a better implementation of Kolmogorov-Arnold networks☆61Updated 11 months ago
- ☆88Updated 11 months ago
- SigKAN: Signature-Weighted Kolmogorov-Arnold Networks for Time Series☆46Updated 5 months ago
- Implementation of Fractional Kolmogorov-Arnold Network (fKAN)☆23Updated 3 months ago
- A simple example of VAEs with KANs☆12Updated 11 months ago
- C++ and Cuda ops for fused FourierKAN☆78Updated 11 months ago
- Kolmogorov–Arnold Networks with modified activation (using MLP to represent the activation)☆103Updated 6 months ago
- Combine B-Splines (BS) and Radial Basis Functions (RBF) in Kolmogorov-Arnold Networks (KANs)☆25Updated 3 months ago
- A short introduction to Conformal Prediction methods, with a few examples for classification and regression from the Astrophysical domain…☆12Updated 10 months ago
- Benchmark for efficiency in memory and time of different KAN implementations.☆121Updated 8 months ago
- ☆48Updated 3 months ago
- Collection of tests performed during the study of the new Kolmogorov-Arnold Neural Networks (KAN)☆40Updated 2 months ago
- A modified CNN architecture using Kolmogorov-Arnold Networks☆78Updated 11 months ago
- High order and sparse layers in pytorch. Lagrange Polynomial, Piecewise Lagrange Polynomial, Piecewise Discontinuous Lagrange Polynomial…☆44Updated 10 months ago
- Temporal Kolmogorov-Arnold Transformer☆80Updated 4 months ago
- Automatic Integration for Neural Spatio-Temporal Point Process models (AI-STPP) is a new paradigm for exact, efficient, non-parametric inf…☆24Updated 6 months ago
- ☆11Updated 2 months ago
- Benchmarking and Testing FastKAN☆75Updated 11 months ago
- This repository demonstrates the application of efficient Kolmogorov-Arnold Networks (KAN) in a curve fitting (regression) task.☆32Updated 9 months ago
- Code for the AISTATS 2024 Paper "From Data Imputation to Data Cleaning - Automated Cleaning of Tabular Data Improves Downstream Predictiv…☆21Updated last year
- ☆11Updated last year
- Source code for the paper "Positional Attention: Out-of-Distribution Generalization and Expressivity for Neural Algorithmic Reasoning"☆14Updated 3 months ago
- Convolutional layer for Kolmogorov-Arnold Network (KAN)☆99Updated last month
- KAE : KAN-based AutoEncoder (AE, VAE, VQ-VAE, RVQ, etc.)☆33Updated 11 months ago
- ☆14Updated 10 months ago
- Kolmogorov-Arnold networks (KAN) as implicit functions (like NeRF but simpler)☆14Updated 11 months ago
- Implementation of xLSTM in Pytorch from the paper: "xLSTM: Extended Long Short-Term Memory"☆119Updated last month