MSD-IRIMAS / Simple-KAN-4-Time-SeriesView external linksLinks
A simple feature-based time series classifier using Kolmogorov–Arnold Networks
☆122Aug 17, 2024Updated last year
Alternatives and similar repositories for Simple-KAN-4-Time-Series
Users that are interested in Simple-KAN-4-Time-Series are comparing it to the libraries listed below
Sorting:
- Kolmogorov-Arnold Networks (KAN) using orthogonal polynomials instead of B-splines.☆39Nov 21, 2024Updated last year
- SigKAN: Signature-Weighted Kolmogorov-Arnold Networks for Time Series☆49Nov 24, 2024Updated last year
- TKAN: Temporal Kolmogorov-Arnold Networks☆225Dec 16, 2024Updated last year
- This repository contains a better implementation of Kolmogorov-Arnold networks☆63Jun 1, 2025Updated 8 months ago
- Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.☆403May 13, 2024Updated last year
- Temporal Kolmogorov-Arnold Transformer☆86Dec 27, 2024Updated last year
- Kolmogorov-Arnold Networks (KAN) using Jacobi polynomials instead of B-splines.☆42May 9, 2024Updated last year
- Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.☆261Sep 5, 2024Updated last year
- MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification [AAAI 2025]☆35Apr 15, 2025Updated 9 months ago
- Hand-Crafted Convolutional Filters 4 Time Series☆16May 27, 2025Updated 8 months ago
- Monash Scalable Time Series Evaluation Repository☆19Aug 28, 2025Updated 5 months ago
- Parameter Efficient Deep Probabilistic Forecasting☆14Jan 8, 2022Updated 4 years ago
- This code implements a Radial Basis Function (RBF) based Kolmogorov-Arnold Network (KAN) for function approximation.☆29Jun 15, 2024Updated last year
- Kolmogorov-Arnold Networks with various basis functions like B-Splines, Fourier, Chebyshev, Wavelets etc☆36May 8, 2024Updated last year
- Conformal Prediction-Based Global and Model Agnostic Explainability for Classification tasks.☆26Feb 6, 2025Updated last year
- ☆30Jul 19, 2024Updated last year
- TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting☆210Jul 27, 2024Updated last year
- Kolmogorov–Arnold Networks with modified activation (using MLP to represent the activation)☆108Oct 4, 2025Updated 4 months ago
- Official implementation of the paper "Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification".☆29Jan 29, 2025Updated last year
- MNIST example using Kolmogorov-Arnold Networks☆28May 2, 2024Updated last year
- C++ and Cuda ops for fused FourierKAN☆82May 10, 2024Updated last year
- Extension of crepes package, to enable weighted conformal prediction and conformal predictive systems that can handle covariate shifts.☆23Feb 18, 2025Updated 11 months ago
- Benchmark for efficiency in memory and time of different KAN implementations.☆138Aug 26, 2024Updated last year
- FastKAN: Very Fast Implementation of Kolmogorov-Arnold Networks (KAN)☆467Jun 20, 2024Updated last year
- This projects contains different conformal methods and approaches. Includes code generated for a experimental evaluation of a multidimens…☆18Apr 9, 2024Updated last year
- Variations of Kolmogorov-Arnold Networks☆116May 15, 2024Updated last year
- The official implementation of LIFT (ICLR'24). Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Lead…☆90Oct 28, 2024Updated last year
- Compares various time-series feature sets on computational performance, within-set structure, and between-set relationships.☆11Jun 3, 2022Updated 3 years ago
- Fast Convolutional KAN☆66May 15, 2024Updated last year
- ☆22Apr 13, 2024Updated last year
- A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and mor…☆3,172Dec 14, 2025Updated 2 months ago
- LITE: Light Inception with boosTing tEchniques for Time Series Classification☆33Nov 28, 2025Updated 2 months ago
- An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).☆4,582Aug 1, 2024Updated last year
- [ICML 2025] Official PyTorch implementation of the paper: 🎯 TimeDART: A Diffusion Autoregressive Transformer for Self-Supervised Time S…☆135Dec 17, 2025Updated last month
- Coming soon~☆11Jul 15, 2025Updated 6 months ago
- [ICML 2024] A novel, efficient lightweight approach combining convolutional operations with adaptive spectral analysis as a foundation mo…☆250Sep 15, 2024Updated last year
- This repository contains the codes to replicate the simulations from the paper: "Wav-KAN: Wavelet Kolmogorov-Arnold Networks". It showca…☆159Jun 10, 2025Updated 8 months ago
- Experiment ASsistance for Your Time-Series Forecasting, EasyTSF☆117Nov 12, 2025Updated 3 months ago
- MEAformer: An all-MLP Transformer with Temporal External Attention for Long-term Time Series Forecasting☆14Apr 27, 2024Updated last year