☆13Jan 22, 2025Updated last year
Alternatives and similar repositories for bench
Users that are interested in bench are comparing it to the libraries listed below
Sorting:
- ☆42Jun 7, 2023Updated 2 years ago
- Time Series Forecasting with Dynamic Graph Modeling☆15Aug 31, 2025Updated 6 months ago
- ☆10Feb 21, 2023Updated 3 years ago
- ☆25Aug 19, 2024Updated last year
- ☆13Aug 8, 2024Updated last year
- ☆11May 14, 2025Updated 9 months ago
- [AAAI 2025] Official Implementation of "Auto-Regressive Moving Diffusion Models for Time Series Forecasting"☆110Feb 9, 2025Updated last year
- ☆13Nov 13, 2024Updated last year
- ICDE'24 "Time-aware Graph Structure Learning for Spatiao-temporal Forecasting"☆16Jan 26, 2026Updated last month
- Official PyTorch implementation of OTiS: An open model for general time series analysis.☆17Feb 16, 2026Updated last week
- [AAAI 2025] Official implementation of "xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition"☆110Apr 15, 2025Updated 10 months ago
- Source code for Leveraging 2D Information for Long-term Time Series Forecasting with Vanilla Transformers☆18May 29, 2024Updated last year
- ☆46Jul 25, 2024Updated last year
- CIKM'24: Channel-Aware Low-Rank Adaptation for Long-term Series Forecasting☆15May 3, 2025Updated 9 months ago
- Source code of FDNet: Focal Decomposed Network for Efficient, Robust and Practical Time Series Forecasting☆14Mar 6, 2024Updated last year
- The code for FilterTS: Comprehensive Frequency Filtering for Multivariate Time Series Forecasting☆26May 11, 2025Updated 9 months ago
- The PyTorch implementation of the paper "AutoCTS: Automated Correlated Time Series Forecasting".☆19Jan 21, 2022Updated 4 years ago
- PyTorch implementation for paper "WaveForM: Graph Enhanced Wavelet Learning for Long Sequence Forecasting of Multivariate Time Series" (A…☆49Mar 5, 2023Updated 2 years ago
- ☆24Aug 3, 2024Updated last year
- This repository contains the experiments related to a new and accurate tree-based global forecasting algorithm named, SETAR-Tree.☆23Jun 4, 2023Updated 2 years ago
- Transformer Models for Long-Term Series Forecasting implemented by High-Flyer AI☆23Jun 10, 2022Updated 3 years ago
- [ICLR 2024] Official code of RobustTSF☆21Feb 21, 2024Updated 2 years ago
- ☆26Apr 28, 2024Updated last year
- WPMixer: Efficient Multi-Resolution Mixing for Long-Term Time Series Forecasting (AAAI-2025)☆77Nov 27, 2025Updated 3 months ago
- ☆37Dec 27, 2025Updated 2 months ago
- ☆29Nov 6, 2024Updated last year
- PyTorch Implementation of "TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting" (ICML 2025)☆95Jun 27, 2025Updated 8 months ago
- Official implementation of the paper "Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification".☆29Jan 29, 2025Updated last year
- ☆25Aug 2, 2022Updated 3 years ago
- [ICML 2025 Spotlight] K²VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting☆48Jul 31, 2025Updated 7 months ago
- ☆70Oct 7, 2025Updated 4 months ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆74Sep 4, 2024Updated last year
- ☆32Jun 11, 2024Updated last year
- A Comprehensive Survey of Deep Learning for Multivariate Time Series Forecasting: A Channel Strategy Perspective☆36Jan 19, 2026Updated last month
- This study develops a non-invasive electronic nose system for real-time infection monitoring in neonatal incubators by identifying pathog…☆11Oct 13, 2025Updated 4 months ago
- The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement☆37Oct 12, 2023Updated 2 years ago
- ☆80May 3, 2024Updated last year
- ☆100Jun 12, 2025Updated 8 months ago
- ☆38Dec 25, 2024Updated last year