SigKAN: Signature-Weighted Kolmogorov-Arnold Networks for Time Series
☆50Nov 24, 2024Updated last year
Alternatives and similar repositories for SigKAN
Users that are interested in SigKAN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Experiment ASsistance for Your Time-Series Forecasting, EasyTSF☆119Updated this week
- BayOTIDE-Bayesian Online Multivariate Time Series Imputation with Functional Decomposition (ICML 2024 spotlight)☆37Sep 7, 2025Updated 7 months ago
- [KDD 2026] Official implementation of "TimeDistill: Efficient Long-Term Time Series Forecasting with MLPs via Cross-Architecture Distilla…☆18Mar 22, 2026Updated 3 weeks ago
- ☆14Jun 22, 2024Updated last year
- Source code for "Scalable Transformer for High Dimensional Multivariate Time Series Forecasting" (Accepted by CIKM-24)☆19Jan 13, 2025Updated 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.
- Code for paper <Evolving Multi-Scale Normalization for Time Series Forecasting Under Distribution Shifts>☆14Jan 3, 2025Updated last year
- Boosted Hybrids of ensemble gradient algorithm for the long-term time series forecasting (LTSF)☆17Feb 28, 2025Updated last year
- 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 "Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification".☆31Mar 11, 2026Updated last month
- Official implement of ATFNet: Adaptive Time-Frequency Ensembled Network for Long-term Time Series Forecasting☆142Oct 22, 2024Updated last year
- Rust Market Simulation Library with a Python API☆23Apr 16, 2024Updated 2 years ago
- [TMLR 2025] This is the official code of our Paper "DeformTime: Capturing Variable Dependencies with Deformable Attention for Time Series…☆40Dec 20, 2025Updated 3 months ago
- The official repository of paper "ViTime: A Visual Intelligence-based Foundation Model for Time Series Forecasting"☆110Nov 1, 2025Updated 5 months ago
- Feature Selection using Simulated Annealing☆11Aug 10, 2022Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Official code for MambaTS: Improved Selective State Space Models for Long-term Time Series Forecasting☆60Oct 2, 2024Updated last year
- Statistical tests for Value at Risk (VaR) Models.☆16Mar 21, 2026Updated 3 weeks ago
- Source code of paper: Take an Irregular Route: Enhance the Decoder of Time-Series Forecasting Transformer☆14Mar 6, 2024Updated 2 years ago
- [ICLR 2024] Official code of RobustTSF☆21Feb 21, 2024Updated 2 years ago
- ☆113Jun 11, 2025Updated 10 months ago
- [KDD'24] Ofiicial implementation of paper "Generative Pretrained Hierarchical Transformer for Time Series Forecasting"☆37Jul 3, 2025Updated 9 months ago
- Semantics-Aware Patch Encoding and Hierarchical Dependency Modeling for Long-Term Time Series Forecasting☆49Aug 7, 2025Updated 8 months ago
- Knowledgebase— a collection of information for quantitative finance, insurance, mathematics and AI—This serves as a sprawling notebook of…☆17Jun 4, 2025Updated 10 months ago
- Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.☆407May 13, 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 modification of traditional random forest for time-series forecasting☆13Apr 16, 2024Updated 2 years ago
- Random Forest-based "Correlation" measures☆15May 3, 2022Updated 3 years ago
- Code implementation of the paper "WAVE: Weighted Autoregressive Varying Gate for Time Series Forecasting" (ICML 2025)☆30Feb 12, 2025Updated last year
- NuwaTS: a Foundation Model Mending Every Incomplete Time Series☆71Nov 18, 2024Updated last year
- ☆23Nov 29, 2024Updated last year
- ☆26Aug 19, 2024Updated last year
- ☆11Feb 24, 2022Updated 4 years ago
- Implementation of "The Metropolis Algorithm: Theory and Examples"☆33Nov 10, 2025Updated 5 months ago
- [ICML 2024] Official repo for paper "Multi-Patch Prediction: Adapting LLMs for Time Series Representation Learning"☆85Apr 14, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Tool to identify option arbitrage opportunities across different expiries.☆18Nov 6, 2024Updated last year
- Official repository for TimeDRL: Disentangled Representation Learning for Multivariate Time-Series, accepted at ICDE 2024.☆28Apr 7, 2024Updated 2 years ago
- Fast Convolutional KAN☆66May 15, 2024Updated last year
- Official Implementation of TILDE-Q: A Transformation Invariant Loss Function for Time-Series Forecasting☆22Feb 11, 2025Updated last year
- PyTorch implementation of "ClimODE: Climate Forecasting With Physics-informed Neural ODEs"☆19Jun 2, 2024Updated last year
- Kolmogorov-Arnold Networks (KAN) using orthogonal polynomials instead of B-splines.☆40Nov 21, 2024Updated last year
- Worldquant University's Capstone Project☆14Sep 5, 2023Updated 2 years ago