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. 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☆50Nov 24, 2024Updated last year
- Hand-Crafted Convolutional Filters 4 Time Series☆17May 27, 2025Updated 11 months ago
- TKAN: Temporal Kolmogorov-Arnold Networks☆226Dec 16, 2024Updated last year
- Temporal Kolmogorov-Arnold Transformer☆89Dec 27, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- This repository contains a better implementation of Kolmogorov-Arnold networks☆62Jun 1, 2025Updated 11 months ago
- Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.☆261Sep 5, 2024Updated last year
- Monash Scalable Time Series Evaluation Repository☆20Aug 28, 2025Updated 8 months ago
- This code implements a Radial Basis Function (RBF) based Kolmogorov-Arnold Network (KAN) for function approximation.☆29Mar 31, 2026Updated last month
- Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.☆414May 13, 2024Updated 2 years ago
- ☆31May 7, 2026Updated 2 weeks ago
- MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification [AAAI 2025]☆39Apr 15, 2025Updated last year
- Kolmogorov-Arnold Networks (KAN) using Jacobi polynomials instead of B-splines.☆40May 9, 2024Updated 2 years ago
- 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.
- TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting☆217Jul 27, 2024Updated last year
- Conformal Prediction-Based Global and Model Agnostic Explainability for Classification tasks.☆27Feb 6, 2025Updated last year
- Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks☆10Aug 21, 2019Updated 6 years ago
- Extension of crepes package, to enable weighted conformal prediction and conformal predictive systems that can handle covariate shifts.☆25Feb 18, 2025Updated last year
- Fast Convolutional KAN☆66May 15, 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
- 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 7 months ago
- Official implementation of the paper "Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification".☆31Mar 11, 2026Updated 2 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 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).☆4,638Aug 1, 2024Updated last year
- Experiment ASsistance for Your Time-Series Forecasting, EasyTSF☆119May 14, 2026Updated last week
- Variations of Kolmogorov-Arnold Networks☆116May 15, 2024Updated 2 years ago
- A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and mor…☆3,234Apr 2, 2026Updated last month
- A short introduction to Conformal Prediction methods, with a few examples for classification and regression from the Astrophysical domain…☆14Jul 2, 2024Updated last year
- An offical implementation of "TimeKAN: KAN-based Frequency Decomposition Learning Architecture for Long-term Time Series Forecasting" (IC…☆105Feb 16, 2025Updated last year
- Physics Informed Neural Network for Time Series Forecasting☆13Jun 1, 2023Updated 2 years ago
- A modified CNN architecture using Kolmogorov-Arnold Networks☆82May 23, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Multi Comparison Matrix: A long term approach to benchmark evaluations☆23May 22, 2025Updated last year
- This repository contains the codes to replicate the simulations from the paper: "Wav-KAN: Wavelet Kolmogorov-Arnold Networks". It showca…☆171Jun 10, 2025Updated 11 months ago
- [ICML 2024] A novel, efficient lightweight approach combining convolutional operations with adaptive spectral analysis as a foundation mo…☆261Sep 15, 2024Updated last year
- The best repo showing why bayesianism is a complete misnomer☆32Mar 25, 2026Updated 2 months ago
- Combine B-Splines (BS) and Radial Basis Functions (RBF) in Kolmogorov-Arnold Networks (KANs)☆29Nov 30, 2025Updated 5 months ago
- MEAformer: An all-MLP Transformer with Temporal External Attention for Long-term Time Series Forecasting☆14Apr 27, 2024Updated 2 years ago
- Compares various time-series feature sets on computational performance, within-set structure, and between-set relationships.☆11Jun 3, 2022Updated 3 years ago