Kolmogorov-Arnold Networks (KAN) using orthogonal polynomials instead of B-splines.
☆40Nov 21, 2024Updated last year
Alternatives and similar repositories for OrthogPolyKANs
Users that are interested in OrthogPolyKANs are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Kolmogorov-Arnold Networks (KAN) using Jacobi polynomials instead of B-splines.☆40May 9, 2024Updated last year
- Implementation of Fractional Kolmogorov-Arnold Network (fKAN)☆31Jan 17, 2025Updated last year
- ☆17Jun 12, 2024Updated last year
- Kolmogorov-Arnold Networks with various basis functions like B-Splines, Fourier, Chebyshev, Wavelets etc☆36May 8, 2024Updated last year
- Combine B-Splines (BS) and Radial Basis Functions (RBF) in Kolmogorov-Arnold Networks (KANs)☆29Nov 30, 2025Updated 3 months ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- This code implements a Radial Basis Function (RBF) based Kolmogorov-Arnold Network (KAN) for function approximation.☆29Jun 15, 2024Updated last year
- Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.☆403May 13, 2024Updated last year
- A simple feature-based time series classifier using Kolmogorov–Arnold Networks☆123Aug 17, 2024Updated last year
- Variations of Kolmogorov-Arnold Networks☆116May 15, 2024Updated last year
- Extension of crepes package, to enable weighted conformal prediction and conformal predictive systems that can handle covariate shifts.☆24Feb 18, 2025Updated last year
- Time Series Forecasting with Temporal Fusion Transformer in Pytorch☆12Dec 8, 2021Updated 4 years ago
- A short introduction to Conformal Prediction methods, with a few examples for classification and regression from the Astrophysical domain…☆13Jul 2, 2024Updated last year
- Benchmark for efficiency in memory and time of different KAN implementations.☆138Aug 26, 2024Updated last year
- Parameter Efficient Deep Probabilistic Forecasting☆14Jan 8, 2022Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Convolutional layer for Kolmogorov-Arnold Network (KAN)☆117Mar 25, 2025Updated last year
- Code for the AISTATS 2024 Paper "From Data Imputation to Data Cleaning - Automated Cleaning of Tabular Data Improves Downstream Predictiv…☆24Feb 14, 2024Updated 2 years ago
- Experiment ASsistance for Your Time-Series Forecasting, EasyTSF☆118Nov 12, 2025Updated 4 months ago
- Source code for "Scalable Transformer for High Dimensional Multivariate Time Series Forecasting" (Accepted by CIKM-24)☆19Jan 13, 2025Updated last year
- Benchmarking and Testing FastKAN☆93May 26, 2024Updated last year
- Implementation of Rational Kolmogorov-Arnold Network (rKAN)☆20Jun 28, 2024Updated last year
- A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and mor…☆10May 15, 2024Updated last year
- An AI character interaction system with emotional modeling and advanced memory management☆17Oct 26, 2024Updated last year
- X-KANeRF [KANeRF-benchmarking]: KAN based NeRF with various basis functions like B-Splines, Fourier, Gaussians, Wavelets, Polynomials, et…☆181Jun 30, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆13Nov 28, 2025Updated 4 months ago
- Enhancing PINNs for Solving PDEs via Adaptive Collocation Point Movement and Adaptive Loss Weighting☆41Apr 14, 2023Updated 2 years ago
- Codes for translating structural defects to atomic properties☆14Sep 12, 2022Updated 3 years ago
- ☆100Jun 5, 2024Updated last year
- Sample Python scripts used in scripting guide☆19Jul 14, 2023Updated 2 years ago
- MNIST example using Kolmogorov-Arnold Networks☆28May 2, 2024Updated last year
- This repository contains the codes to replicate the simulations from the paper: "Wav-KAN: Wavelet Kolmogorov-Arnold Networks". It showca…☆166Jun 10, 2025Updated 9 months ago
- The Code for Homeomorphic Projection☆13Sep 21, 2023Updated 2 years ago
- An easy to use PyTorch implementation of the Kolmogorov Arnold Network and a few novel variations☆189Nov 24, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Official Implementation of "AIVT: Inference of turbulent thermal convection from measured 3D velocity data by physics-informed Kolmogorov…☆16Oct 10, 2025Updated 5 months ago
- This is the official repository for the ICLR 2025 Conference Paper - Fast and Slow Streams for Online Time Series Forecasting without Inf…☆15Apr 30, 2025Updated 10 months ago
- Using Fourier Neural Operator to measure the physical fields for a mode-I failure of 2D composites☆13Nov 13, 2022Updated 3 years ago
- A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and mor…☆3,201Dec 14, 2025Updated 3 months ago
- SigKAN: Signature-Weighted Kolmogorov-Arnold Networks for Time Series☆49Nov 24, 2024Updated last year
- This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing th…☆919Apr 8, 2025Updated 11 months ago
- ☆16Aug 15, 2022Updated 3 years ago