TKAN: Temporal Kolmogorov-Arnold Networks
☆225Dec 16, 2024Updated last year
Alternatives and similar repositories for TKAN
Users that are interested in TKAN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Temporal Kolmogorov-Arnold Transformer☆88Dec 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☆121Aug 17, 2024Updated last year
- FastKAN: Very Fast Implementation of Kolmogorov-Arnold Networks (KAN)☆486Jun 20, 2024Updated last year
- An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).☆4,646Aug 1, 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.
- A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and mor…☆3,245Jun 1, 2026Updated last week
- Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.☆413May 13, 2024Updated 2 years ago
- Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.☆261Sep 5, 2024Updated last year
- Source code for "Scalable Transformer for High Dimensional Multivariate Time Series Forecasting" (Accepted by CIKM-24)☆19Jan 13, 2025Updated 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 5 months ago
- ☆102Jun 5, 2024Updated 2 years ago
- An offical implementation of "TimeKAN: KAN-based Frequency Decomposition Learning Architecture for Long-term Time Series Forecasting" (IC…☆105Feb 16, 2025Updated last year
- An easy to use PyTorch implementation of the Kolmogorov Arnold Network and a few novel variations☆190Nov 24, 2024Updated last year
- Code for paper <Evolving Multi-Scale Normalization for Time Series Forecasting Under Distribution Shifts>☆15Jan 3, 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.
- Experiment ASsistance for Your Time-Series Forecasting, EasyTSF☆120May 14, 2026Updated last month
- Combine B-Splines (BS) and Radial Basis Functions (RBF) in Kolmogorov-Arnold Networks (KANs)☆31Nov 30, 2025Updated 6 months ago
- This repository demonstrates the application of efficient Kolmogorov-Arnold Networks (KAN) in a curve fitting (regression) task.☆35Jul 12, 2024Updated last year
- Kolmogorov Arnold Networks☆16,304Jan 19, 2025Updated last year
- KAE : KAN-based AutoEncoder (AE, VAE, VQ-VAE, RVQ, etc.)☆40May 23, 2024Updated 2 years ago
- The official implementation of LIFT (ICLR'24). Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Lead…☆92Oct 28, 2024Updated last year
- Official implementation of the paper "Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting".☆31Mar 11, 2026Updated 3 months ago
- Official implement for "PGN: The RNN’s New Successor is Effective for Long-Range Time Series Forecasting"(NeurIPS 2024) in PyTorch.☆101Dec 29, 2024Updated last year
- A modified CNN architecture using Kolmogorov-Arnold Networks☆82May 23, 2024Updated 2 years 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.
- This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing th…☆921Apr 8, 2025Updated last year
- Official implementation of the paper "Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification".☆32Mar 11, 2026Updated 3 months ago
- ☆752May 24, 2024Updated 2 years ago
- [ICML 2025] Official PyTorch implementation of the paper: 🎯 TimeDART: A Diffusion Autoregressive Transformer for Self-Supervised Time S…☆149Dec 17, 2025Updated 5 months ago
- This project is dedicated to the implementation and research of Kolmogorov-Arnold convolutional networks. The repository includes implem…☆531Nov 19, 2024Updated last year
- Kolmogorov-Arnold Networks (KAN) using orthogonal polynomials instead of B-splines.☆40Nov 21, 2024Updated last year
- A novel time series forecasting method, Times2D, transforms 1D data into 2D space using multi-period decomposition and derivative heatmap…☆35Nov 13, 2025Updated 7 months ago