A simple feature-based time series classifier using Kolmogorov–Arnold Networks
☆121Aug 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Kolmogorov-Arnold Networks (KAN) using orthogonal polynomials instead of B-splines.☆40Nov 21, 2024Updated last year
- SigKAN: Signature-Weighted Kolmogorov-Arnold Networks for Time Series☆49Nov 24, 2024Updated last year
- TKAN: Temporal Kolmogorov-Arnold Networks☆226Dec 16, 2024Updated last year
- Hand-Crafted Convolutional Filters 4 Time Series☆17May 27, 2025Updated last year
- This repository contains a better implementation of Kolmogorov-Arnold networks☆62Jun 1, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Kolmogorov-Arnold Networks with various basis functions like B-Splines, Fourier, Chebyshev, Wavelets etc☆36May 8, 2024Updated 2 years ago
- This code implements a Radial Basis Function (RBF) based Kolmogorov-Arnold Network (KAN) for function approximation.☆29Mar 31, 2026Updated 4 months ago
- MNIST example using Kolmogorov-Arnold Networks☆28May 2, 2024Updated 2 years ago
- ☆31May 7, 2026Updated 3 months ago
- LITE: Light Inception with boosTing tEchniques for Time Series Classification☆36Nov 28, 2025Updated 8 months ago
- Kolmogorov-Arnold Networks (KAN) using Jacobi polynomials instead of B-splines.☆39May 9, 2024Updated 2 years ago
- Parameter Efficient Deep Probabilistic Forecasting☆14Jan 8, 2022Updated 4 years ago
- Monash Scalable Time Series Evaluation Repository☆21Aug 28, 2025Updated 11 months ago
- TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting☆219Jul 27, 2024Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆23Apr 13, 2024Updated 2 years ago
- Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks☆10Aug 21, 2019Updated 6 years ago
- MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification [AAAI 2025]☆41Apr 15, 2025Updated last year
- FastKAN: Very Fast Implementation of Kolmogorov-Arnold Networks (KAN)☆490Jun 20, 2024Updated 2 years ago
- This projects contains different conformal methods and approaches. Includes code generated for a experimental evaluation of a multidimens…☆18Apr 9, 2024Updated 2 years ago
- Fast Convolutional KAN☆68May 15, 2024Updated 2 years ago
- Benchmark for efficiency in memory and time of different KAN implementations.☆140Aug 26, 2024Updated last year
- Kolmogorov–Arnold Networks with modified activation (using MLP to represent the activation)☆108Oct 4, 2025Updated 10 months ago
- Official implementation of the paper "Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification".☆33Mar 11, 2026Updated 5 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Time Series Forecasting with Temporal Fusion Transformer in Pytorch☆12Dec 8, 2021Updated 4 years ago
- An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).☆4,656Aug 1, 2024Updated 2 years ago
- Experiment ASsistance for Your Time-Series Forecasting, EasyTSF☆119May 14, 2026Updated 3 months ago
- C++ and Cuda ops for fused FourierKAN☆83May 10, 2024Updated 2 years ago
- A short introduction to Conformal Prediction methods, with a few examples for classification and regression from the Astrophysical domain…☆14Jul 2, 2024Updated 2 years ago
- Variations of Kolmogorov-Arnold Networks☆116May 15, 2024Updated 2 years ago
- A modified CNN architecture using Kolmogorov-Arnold Networks☆82May 23, 2024Updated 2 years ago
- Physics Informed Neural Network for Time Series Forecasting☆13Jun 1, 2023Updated 3 years ago
- This repository contains the codes to replicate the simulations from the paper: "Wav-KAN: Wavelet Kolmogorov-Arnold Networks". It showca…☆175Jun 10, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- The best repo showing why bayesianism is a complete misnomer☆32Mar 25, 2026Updated 4 months ago
- Multi Comparison Matrix: A long term approach to benchmark evaluations☆23May 22, 2025Updated last year
- Uses an LSTM to predict the next days stock movement based on sequence of previous days☆13Mar 9, 2021Updated 5 years ago
- ☆135Mar 4, 2026Updated 5 months ago
- ☆16Jan 21, 2026Updated 6 months ago
- Extension of crepes package, to enable weighted conformal prediction and conformal predictive systems that can handle covariate shifts.☆26Feb 18, 2025Updated last year
- [ICML 2024] A novel, efficient lightweight approach combining convolutional operations with adaptive spectral analysis as a foundation mo…☆267Sep 15, 2024Updated last year