A simple feature-based time series classifier using Kolmogorov–Arnold Networks
☆123Aug 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
- TKAN: Temporal Kolmogorov-Arnold Networks☆228Dec 16, 2024Updated last year
- Temporal Kolmogorov-Arnold Transformer☆88Dec 27, 2024Updated last year
- This repository contains a better implementation of Kolmogorov-Arnold networks☆63Jun 1, 2025Updated 11 months 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.
- Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.☆261Sep 5, 2024Updated last year
- Kolmogorov-Arnold Networks with various basis functions like B-Splines, Fourier, Chebyshev, Wavelets etc☆37May 8, 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
- MNIST example using Kolmogorov-Arnold Networks☆28May 2, 2024Updated 2 years ago
- MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification [AAAI 2025]☆38Apr 15, 2025Updated last year
- Kolmogorov-Arnold Networks (KAN) using Jacobi polynomials instead of B-splines.☆40May 9, 2024Updated last year
- Parameter Efficient Deep Probabilistic Forecasting☆14Jan 8, 2022Updated 4 years ago
- TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting☆216Jul 27, 2024Updated last year
- 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.
- ☆23Apr 13, 2024Updated 2 years ago
- FastKAN: Very Fast Implementation of Kolmogorov-Arnold Networks (KAN)☆477Jun 20, 2024Updated last year
- 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 last year
- 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 last month
- An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).☆4,631Aug 1, 2024Updated last year
- 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.
- Experiment ASsistance for Your Time-Series Forecasting, EasyTSF☆119Apr 13, 2026Updated 3 weeks ago
- Variations of Kolmogorov-Arnold Networks☆116May 15, 2024Updated last year
- A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and mor…☆3,220Apr 2, 2026Updated last month
- A short introduction to Conformal Prediction methods, with a few examples for classification and regression from the Astrophysical domain…☆13Jul 2, 2024Updated last year
- An offical implementation of "TimeKAN: KAN-based Frequency Decomposition Learning Architecture for Long-term Time Series Forecasting" (IC…☆104Feb 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☆83May 23, 2024Updated last year
- Multi Comparison Matrix: A long term approach to benchmark evaluations☆22May 22, 2025Updated 11 months ago
- This repository contains the codes to replicate the simulations from the paper: "Wav-KAN: Wavelet Kolmogorov-Arnold Networks". It showca…☆171Jun 10, 2025Updated 10 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [ICML 2024] A novel, efficient lightweight approach combining convolutional operations with adaptive spectral analysis as a foundation mo…☆258Sep 15, 2024Updated last year
- The best repo showing why bayesianism is a complete misnomer☆32Mar 25, 2026Updated last month
- Combine B-Splines (BS) and Radial Basis Functions (RBF) in Kolmogorov-Arnold Networks (KANs)☆29Nov 30, 2025Updated 5 months ago
- Understanding Kolmogorov-Arnold Networks: A Tutorial Series on KAN using Toy Examples☆204May 26, 2025Updated 11 months ago
- MEAformer: An all-MLP Transformer with Temporal External Attention for Long-term Time Series Forecasting☆14Apr 27, 2024Updated 2 years ago
- Univariate and multivariate time series forecasting, with uncertainty quantification (Python & R)☆13Dec 20, 2025Updated 4 months ago
- [ICML'24] Official PyTorch Implementation of TimeX++☆31Nov 6, 2024Updated last year