Boris-73-TA / OrthogPolyKANsLinks
Kolmogorov-Arnold Networks (KAN) using orthogonal polynomials instead of B-splines.
☆38Updated 8 months ago
Alternatives and similar repositories for OrthogPolyKANs
Users that are interested in OrthogPolyKANs are comparing it to the libraries listed below
Sorting:
- Kolmogorov-Arnold Networks (KAN) using Jacobi polynomials instead of B-splines.☆38Updated last year
- Kolmogorov–Arnold Networks with modified activation (using MLP to represent the activation)☆106Updated 9 months ago
- This code implements a Radial Basis Function (RBF) based Kolmogorov-Arnold Network (KAN) for function approximation.☆29Updated last year
- FC-KAN: Function Combinations in Kolmogorov-Arnold Networks☆37Updated last month
- Kolmogorov-Arnold Networks with various basis functions like B-Splines, Fourier, Chebyshev, Wavelets etc☆35Updated last year
- TKAN: Temporal Kolmogorov-Arnold Networks☆211Updated 7 months ago
- Combine B-Splines (BS) and Radial Basis Functions (RBF) in Kolmogorov-Arnold Networks (KANs)☆27Updated 3 months ago
- Implementation of Fractional Kolmogorov-Arnold Network (fKAN)☆25Updated 6 months ago
- A modified CNN architecture using Kolmogorov-Arnold Networks☆83Updated last year
- Temporal Kolmogorov-Arnold Transformer☆80Updated 7 months ago
- This repository demonstrates the application of efficient Kolmogorov-Arnold Networks (KAN) in a curve fitting (regression) task.☆35Updated last year
- About Code release for “RoPINN: Region Optimized Physics-Informed Neural Networks” (NeurIPS 2024), https://arxiv.org/abs/2405.14369☆57Updated 3 weeks ago
- ☆33Updated last year
- Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.☆255Updated 11 months ago
- ☆88Updated 4 months ago
- Benchmark for efficiency in memory and time of different KAN implementations.☆130Updated 11 months ago
- ☆16Updated 8 months ago
- Experiment ASsistance for Your Time-Series Forecasting, EasyTSF☆112Updated 4 months ago
- This repository contains the codes to replicate the simulations from the paper: "Wav-KAN: Wavelet Kolmogorov-Arnold Networks". It showca…☆148Updated last month
- Benchmarking and Testing FastKAN☆79Updated last year
- ☆94Updated last year
- A simple feature-based time series classifier using Kolmogorov–Arnold Networks☆119Updated 11 months ago
- Pytorch Implmentation of Amortized Control of Continuous State Space Feynman-Kac Model for Irregular Time Series (ACSSM), ICLR 2025 Oral☆17Updated 5 months ago
- ☆16Updated last year
- Understanding Kolmogorov-Arnold Networks: A Tutorial Series on KAN using Toy Examples☆194Updated 2 months ago
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆72Updated 3 months ago
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆65Updated 3 months ago
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆33Updated last year
- Differential equation neural operator☆23Updated last year
- An interpretable data-driven framework for building generative reduced order models with embedded uncertainty quantification☆34Updated 5 months ago