Rethinking Urban Mobility Prediction: A Super-Multivariate Time Series Forecasting Approach (TITS)
☆20Nov 22, 2024Updated last year
Alternatives and similar repositories for SUMformer
Users that are interested in SUMformer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ESWA'24] ✨ An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting☆32Apr 27, 2025Updated last year
- [ECCV 2024]: PredBench: Benchmarking Spatio-Temporal Prediction across Diverse Disciplines.☆42Sep 28, 2024Updated last year
- ☆10Sep 30, 2023Updated 2 years ago
- ☆52Aug 5, 2025Updated 11 months ago
- ☆10Dec 21, 2021Updated 4 years ago
- 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.
- [AAAI'24] "STDiff: Spatio-temporal Diffusion for Continuous Stochastic Video Prediction". Xi Ye, Guillaume-Alexandre Bilodeau☆31Apr 14, 2024Updated 2 years ago
- [ICLR 2026] GCGNet: Graph-Consistent Generative Network for Time Series Forecasting with Exogenous Variables☆23Mar 10, 2026Updated 4 months ago
- [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction☆26Sep 2, 2025Updated 10 months ago
- Exploring urban form through graph neural networks☆18Dec 24, 2024Updated last year
- This is an official Pytorch implementation of Conditional Local Convolution for Spatio-temporal Meteorological Forecasting, AAAI 2022☆132Mar 6, 2022Updated 4 years ago
- ForecastGrapher: Redefining Multivariate Time Series Forecasting with Graph Neural Networks☆31Jun 14, 2024Updated 2 years ago
- [CIKM 2023] MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation☆27Nov 25, 2023Updated 2 years ago
- NuwaTS: a Foundation Model Mending Every Incomplete Time Series☆71Nov 18, 2024Updated last year
- Official implementation of our ICML 2024 paper "UP2ME: Univariate Pre-training to Multivariate Fine-tuning as a General-purpose Framework…☆35May 12, 2025Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- 2021 “AI Earth”人工智能创新挑战赛 AI助力精准气象和海洋预测☆13Apr 7, 2021Updated 5 years ago
- ☆11Jul 11, 2025Updated last year
- The official implementation of the paper SimVP: Towards Simple yet Powerful Spatiotemporal Predictive learning.☆11Jan 2, 2024Updated 2 years ago
- The Radar Echo Extrapolation Model☆40Jul 6, 2021Updated 5 years ago
- pysat support for space weather indices and data sets☆14Apr 3, 2026Updated 3 months ago
- This repository contains all the source code needed to reproduce the experiments or review the results obtained in the research paper "…☆13Dec 9, 2023Updated 2 years ago
- ☆13Nov 2, 2021Updated 4 years ago
- (Journal of Hydrology 2025) U-RNN High-resolution spatiotemporal nowcasting of urban flooding☆87May 22, 2026Updated 2 months ago
- Source code for NeurIPS 2019 paper "Learning Latent Processes from High-Dimensional Event Sequences via Efficient Sampling""☆10Mar 20, 2021Updated 5 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.
- An Open Source Spatio-Temporal Prediction Package☆217Oct 11, 2024Updated last year
- ☆11Dec 22, 2024Updated last year
- LCDFormer☆11Mar 27, 2024Updated 2 years ago
- BikeNetKit Python package to partition urban street networks into Superblock-like neighborhoods☆34Updated this week
- Types and constructors for spatially referenced graphs.☆12Apr 11, 2023Updated 3 years ago
- [AAAI 2023] Official implementation of FiTs: Fine-grained Two-stage Training for Knowledge Base Question Answering☆11Mar 10, 2023Updated 3 years ago
- ☆14Apr 12, 2023Updated 3 years ago
- The code of MultiSPANS.☆12Oct 20, 2023Updated 2 years ago
- Crawl traffic data from PEMS☆10Jul 19, 2021Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- source codes of TASSGN☆12Mar 11, 2024Updated 2 years ago
- 地图选点一键导出公交到达圈的小工具☆11Apr 4, 2022Updated 4 years ago
- This library is a Rust-powered Python library for fast local reachability, routing, and isochrone analysis on OpenStreetMap road networks…☆19May 10, 2026Updated 2 months ago
- [COLM 2024] LITE: Modeling Environmental Ecosystems with Multimodal Large Language Models☆14Jan 4, 2025Updated last year
- Source codes for the paper "Using Machine Learning for Predicting Arbitrage Occurrences in Cryptocurrency Exchanges" which was accepted a…☆16Dec 13, 2024Updated last year
- ☆13Nov 13, 2024Updated last year
- Repository for ''Contextualizing MLP-Mixers Spatiotemporally for Urban Data Forecast at Scale''☆14Apr 30, 2024Updated 2 years ago