TKAN: Temporal Kolmogorov-Arnold Networks
☆227Dec 16, 2024Updated last year
Alternatives and similar repositories for TKAN
Users that are interested in TKAN are comparing it to the libraries listed below
Sorting:
- Temporal Kolmogorov-Arnold Transformer☆87Dec 27, 2024Updated last year
- SigKAN: Signature-Weighted Kolmogorov-Arnold Networks for Time Series☆49Nov 24, 2024Updated last year
- A simple feature-based time series classifier using Kolmogorov–Arnold Networks☆122Aug 17, 2024Updated last year
- FastKAN: Very Fast Implementation of Kolmogorov-Arnold Networks (KAN)☆468Jun 20, 2024Updated last year
- Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.☆404May 13, 2024Updated last year
- ☆98Jun 5, 2024Updated last year
- An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).☆4,586Aug 1, 2024Updated last year
- [TMLR 2025] This is the official code of our Paper "DeformTime: Capturing Variable Dependencies with Deformable Attention for Time Series…☆39Dec 20, 2025Updated 2 months ago
- A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and mor…☆3,178Dec 14, 2025Updated 2 months ago
- Official implement for "PGN: The RNN’s New Successor is Effective for Long-Range Time Series Forecasting"(NeurIPS 2024) in PyTorch.☆95Dec 29, 2024Updated last year
- Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.☆261Sep 5, 2024Updated last year
- A short introduction to Conformal Prediction methods, with a few examples for classification and regression from the Astrophysical domain…☆12Jul 2, 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
- Experiment ASsistance for Your Time-Series Forecasting, EasyTSF☆117Nov 12, 2025Updated 3 months ago
- APDTFlow is a modern and extensible forecasting framework for time series data that leverages advanced techniques including neural ordina…☆43Nov 12, 2025Updated 3 months ago
- Source code for "Scalable Transformer for High Dimensional Multivariate Time Series Forecasting" (Accepted by CIKM-24)☆19Jan 13, 2025Updated last year
- Tensorflow Keras implementation of FastKAN Kolmogorov Arnold Network☆16May 11, 2024Updated last year
- An easy to use PyTorch implementation of the Kolmogorov Arnold Network and a few novel variations☆189Nov 24, 2024Updated last year
- [ICML 2025] Official PyTorch implementation of the paper: 🎯 TimeDART: A Diffusion Autoregressive Transformer for Self-Supervised Time S…☆137Dec 17, 2025Updated 2 months ago
- This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing th…☆914Apr 8, 2025Updated 10 months ago
- An offical implementation of "TimeKAN: KAN-based Frequency Decomposition Learning Architecture for Long-term Time Series Forecasting" (IC…☆98Feb 16, 2025Updated last year
- Code for paper <Evolving Multi-Scale Normalization for Time Series Forecasting Under Distribution Shifts>☆14Jan 3, 2025Updated last year
- ☆11Dec 4, 2024Updated last year
- Official implementation of the paper "Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification".☆29Jan 29, 2025Updated last year
- [NeurIPS 2024 Spotlight] Official repository of the CycleNet paper: "CycleNet: Enhancing Time Series Forecasting through Modeling Periodi…☆223Jan 23, 2026Updated last month
- The code for TFPS☆63Nov 8, 2024Updated last year
- ☆110Jun 11, 2025Updated 8 months ago
- ☆749May 24, 2024Updated last year
- Combine B-Splines (BS) and Radial Basis Functions (RBF) in Kolmogorov-Arnold Networks (KANs)☆29Nov 30, 2025Updated 3 months ago
- Official implementation of the paper "Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting".☆29Jan 30, 2025Updated last year
- Kolmogorov Arnold Networks☆16,174Jan 19, 2025Updated last year
- A modified CNN architecture using Kolmogorov-Arnold Networks☆84May 23, 2024Updated last year
- Benchmark for efficiency in memory and time of different KAN implementations.☆139Aug 26, 2024Updated last year
- KAE : KAN-based AutoEncoder (AE, VAE, VQ-VAE, RVQ, etc.)☆38May 23, 2024Updated last year
- BayOTIDE-Bayesian Online Multivariate Time Series Imputation with Functional Decomposition (ICML 2024 spotlight)☆36Sep 7, 2025Updated 5 months ago
- Official implementation of "Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting" (https://arxiv.org/abs/…☆104Apr 22, 2025Updated 10 months ago
- A novel time series forecasting method, Times2D, transforms 1D data into 2D space using multi-period decomposition and derivative heatmap…☆33Nov 13, 2025Updated 3 months ago
- Official implementation of the paper "Frequency-domain MLPs are More Effective Learners in Time Series Forecasting"☆196Mar 26, 2024Updated last year
- Official code for MambaTS: Improved Selective State Space Models for Long-term Time Series Forecasting☆56Oct 2, 2024Updated last year