sidhu2690 / RBF-KANLinks
This code implements a Radial Basis Function (RBF) based Kolmogorov-Arnold Network (KAN) for function approximation.
☆29Updated last year
Alternatives and similar repositories for RBF-KAN
Users that are interested in RBF-KAN are comparing it to the libraries listed below
Sorting:
- Kolmogorov-Arnold Networks (KAN) using Jacobi polynomials instead of B-splines.☆41Updated last year
- Kolmogorov-Arnold Networks with various basis functions like B-Splines, Fourier, Chebyshev, Wavelets etc☆35Updated last year
- Kolmogorov-Arnold Networks (KAN) using orthogonal polynomials instead of B-splines.☆39Updated last year
- Kolmogorov–Arnold Networks with modified activation (using MLP to represent the activation)☆107Updated last month
- This repository contains a better implementation of Kolmogorov-Arnold networks☆63Updated 5 months ago
- Benchmark for efficiency in memory and time of different KAN implementations.☆136Updated last year
- Temporal Kolmogorov-Arnold Transformer☆85Updated 10 months ago
- ☆97Updated last year
- my attempts at implementing various bits of Sepp Hochreiter's new xLSTM architecture☆133Updated last year
- High order and sparse layers in pytorch. Lagrange Polynomial, Piecewise Lagrange Polynomial, Piecewise Discontinuous Lagrange Polynomial…☆45Updated last year
- SigKAN: Signature-Weighted Kolmogorov-Arnold Networks for Time Series☆49Updated 11 months ago
- A modified CNN architecture using Kolmogorov-Arnold Networks☆84Updated last year
- Official implementation of "Fourier Head: Helping Large Language Models Learn Complex Probability Distributions" (ICLR 2025)☆67Updated 7 months ago
- Implementation of Fractional Kolmogorov-Arnold Network (fKAN)☆26Updated 10 months ago
- Implementation of xLSTM in Pytorch from the paper: "xLSTM: Extended Long Short-Term Memory"☆118Updated 3 weeks ago
- Collection of tests performed during the study of the new Kolmogorov-Arnold Neural Networks (KAN)☆41Updated 8 months ago
- Official code for ICML 2024 paper "An Unsupervised Approach for Periodic Source Detection in Time Series"☆12Updated 9 months ago
- Code for SpaceTime 🌌⏱️. Proposed in Effectively Modeling Time Series with Simple Discrete State Spaces, ICLR 2023.☆177Updated 2 years ago
- C++ and Cuda ops for fused FourierKAN☆81Updated last year
- Combine B-Splines (BS) and Radial Basis Functions (RBF) in Kolmogorov-Arnold Networks (KANs)☆27Updated 6 months ago
- Conformal Prediction for Time Series with Modern Hopfield Networks☆83Updated 5 months ago
- A simple feature-based time series classifier using Kolmogorov–Arnold Networks☆121Updated last year
- An easy to use PyTorch implementation of the Kolmogorov Arnold Network and a few novel variations☆186Updated 11 months ago
- This repository demonstrates the application of efficient Kolmogorov-Arnold Networks (KAN) in a curve fitting (regression) task.☆34Updated last year
- Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.☆392Updated last year
- Benchmarking and Testing FastKAN☆86Updated last year
- TKAN: Temporal Kolmogorov-Arnold Networks☆220Updated 11 months ago
- All the material needed to use MC-CP and the Adaptive MC Dropout method☆25Updated 5 months ago
- Automatic Integration for Neural Spatio-Temporal Point Process models (AI-STPP) is a new paradigm for exact, efficient, non-parametric inf…☆25Updated last year
- ☆46Updated last year