SigKAN: Signature-Weighted Kolmogorov-Arnold Networks for Time Series
☆49Nov 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:
- TKAN: Temporal Kolmogorov-Arnold Networks☆225Dec 16, 2024Updated last year
- Experiment ASsistance for Your Time-Series Forecasting, EasyTSF☆120May 14, 2026Updated last month
- A simple feature-based time series classifier using Kolmogorov–Arnold Networks☆121Aug 17, 2024Updated last year
- BayOTIDE-Bayesian Online Multivariate Time Series Imputation with Functional Decomposition (ICML 2024 spotlight)☆37Sep 7, 2025Updated 9 months ago
- ☆14Jun 22, 2024Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Source code for "Scalable Transformer for High Dimensional Multivariate Time Series Forecasting" (Accepted by CIKM-24)☆19Jan 13, 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".☆32Mar 11, 2026Updated 3 months ago
- Official implement of ATFNet: Adaptive Time-Frequency Ensembled Network for Long-term Time Series Forecasting☆142Oct 22, 2024Updated last year
- Code for paper <Evolving Multi-Scale Normalization for Time Series Forecasting Under Distribution Shifts>☆15Jan 3, 2025Updated last year
- Rust Market Simulation Library with a Python API☆24Apr 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…☆39Dec 20, 2025Updated 5 months ago
- Official code for MambaTS: Improved Selective State Space Models for Long-term Time Series Forecasting☆64Oct 2, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Statistical tests for Value at Risk (VaR) Models.☆16Mar 21, 2026Updated 2 months ago
- ☆111Jun 11, 2025Updated last year
- [KDD'24] Ofiicial implementation of paper "Generative Pretrained Hierarchical Transformer for Time Series Forecasting"☆37Jul 3, 2025Updated 11 months ago
- Semantics-Aware Patch Encoding and Hierarchical Dependency Modeling for Long-Term Time Series Forecasting☆53Aug 7, 2025Updated 10 months ago
- Combine B-Splines (BS) and Radial Basis Functions (RBF) in Kolmogorov-Arnold Networks (KANs)☆31Nov 30, 2025Updated 6 months ago
- Knowledgebase— a collection of information for quantitative finance, insurance, mathematics and AI—This serves as a sprawling notebook of…☆18Jun 4, 2025Updated last year
- Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.☆413May 13, 2024Updated 2 years ago
- A modification of traditional random forest for time-series forecasting☆13Apr 16, 2024Updated 2 years ago
- Random Forest-based "Correlation" measures☆15May 3, 2022Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Code implementation of the paper "WAVE: Weighted Autoregressive Varying Gate for Time Series Forecasting" (ICML 2025)☆30Feb 12, 2025Updated last year
- The official implementation of paper SWIM: SHORT-WINDOW CNN INTEGRATED WITH MAMBA FOR EEG-BASED AUDITORY SPATIAL ATTENTION DECODING☆19Oct 16, 2024Updated last year
- NuwaTS: a Foundation Model Mending Every Incomplete Time Series☆71Nov 18, 2024Updated last year
- DeciMamba: Exploring the Length Extrapolation Potential of Mamba (ICLR 2025)☆32Apr 9, 2025Updated last year
- Implementation of "The Metropolis Algorithm: Theory and Examples"☆33Nov 10, 2025Updated 7 months ago
- [ICML 2024] Official repo for paper "Multi-Patch Prediction: Adapting LLMs for Time Series Representation Learning"☆83Apr 14, 2025Updated last year
- Tool to identify option arbitrage opportunities across different expiries.☆19Nov 6, 2024Updated last year
- Fast Convolutional KAN☆66May 15, 2024Updated 2 years ago
- Official Implementation of TILDE-Q: A Transformation Invariant Loss Function for Time-Series Forecasting☆22Feb 11, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [ICLR 2025] Official Implementation of "TS-LIF: A Temporal Segment Spiking Neuron Network for Time Series Forecasting"☆26Mar 10, 2025Updated last year
- PyTorch implementation of "ClimODE: Climate Forecasting With Physics-informed Neural ODEs"☆19Jun 2, 2024Updated 2 years ago
- Kolmogorov-Arnold Networks (KAN) using orthogonal polynomials instead of B-splines.☆40Nov 21, 2024Updated last year
- Worldquant University's Capstone Project☆13Sep 5, 2023Updated 2 years ago
- The Rational-Macro Agent Based Model. A Python (multi-agent) reinforcement learning interface of the "CATS" model.☆10Dec 30, 2024Updated last year
- DBPM is a simple algorithm designed as a lightweight plug-in without learnable parameters to enhance the performance of time series contr…☆15Mar 8, 2024Updated 2 years ago
- Pytorch implementation of NIPS'23 paper: Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective☆134Mar 23, 2024Updated 2 years ago