sidhu2690 / RBF-KAN
This code implements a Radial Basis Function (RBF) based Kolmogorov-Arnold Network (KAN) for function approximation.
☆28Updated 9 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 orthogonal polynomials instead of B-splines.☆35Updated 4 months ago
- Kolmogorov-Arnold Networks with various basis functions like B-Splines, Fourier, Chebyshev, Wavelets etc☆32Updated 11 months ago
- Kolmogorov-Arnold Networks (KAN) using Jacobi polynomials instead of B-splines.☆37Updated 11 months ago
- Implementation of Fractional Kolmogorov-Arnold Network (fKAN)☆22Updated 2 months ago
- This repository contains a better implementation of Kolmogorov-Arnold networks☆61Updated 11 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
- Kolmogorov–Arnold Networks with modified activation (using MLP to represent the activation)☆103Updated 5 months ago
- SigKAN: Signature-Weighted Kolmogorov-Arnold Networks for Time Series☆46Updated 4 months ago
- Collection of tests performed during the study of the new Kolmogorov-Arnold Neural Networks (KAN)☆39Updated last month
- C++ and Cuda ops for fused FourierKAN☆76Updated 11 months ago
- A modified CNN architecture using Kolmogorov-Arnold Networks☆76Updated 10 months ago
- ☆88Updated 10 months ago
- A simple example of VAEs with KANs☆12Updated 10 months ago
- All the material needed to use MC-CP and the Adaptive MC Dropout method☆22Updated 6 months ago
- ☆47Updated 3 months ago
- Benchmarking and Testing FastKAN☆74Updated 10 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
- Temporal Kolmogorov-Arnold Transformer☆78Updated 3 months ago
- ☆11Updated last month
- Implementation of Rational Kolmogorov-Arnold Network (rKAN)☆13Updated 9 months ago
- Benchmark for efficiency in memory and time of different KAN implementations.☆121Updated 7 months ago
- Implementation of MambaFormer in Pytorch ++ Zeta from the paper: "Can Mamba Learn How to Learn? A Comparative Study on In-Context Learnin…☆20Updated last week
- Fast Convolutional KAN☆58Updated 10 months ago
- FC-KAN: Function Combinations in Kolmogorov-Arnold Networks☆32Updated last month
- This repository demonstrates the application of efficient Kolmogorov-Arnold Networks (KAN) in a curve fitting (regression) task.☆31Updated 9 months ago
- Convolutional layer for Kolmogorov-Arnold Network (KAN)☆96Updated 2 weeks ago
- Implementation of Spectral State Space Models☆16Updated last year
- ☆14Updated 10 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