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:
- ☆20Nov 19, 2024Updated last year
- An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting☆29Apr 27, 2025Updated 11 months ago
- NuwaTS: a Foundation Model Mending Every Incomplete Time Series☆71Nov 18, 2024Updated last year
- [ECCV 2024]: PredBench: Benchmarking Spatio-Temporal Prediction across Diverse Disciplines.☆39Sep 28, 2024Updated last year
- ☆50Aug 5, 2025Updated 8 months ago
- 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.
- [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction☆25Sep 2, 2025Updated 7 months ago
- This is a repository contains materials for future survey submission☆12Jan 17, 2024Updated 2 years ago
- [AAAI'24] "STDiff: Spatio-temporal Diffusion for Continuous Stochastic Video Prediction". Xi Ye, Guillaume-Alexandre Bilodeau☆29Apr 14, 2024Updated 2 years ago
- [AAAI 2024]☆43May 5, 2025Updated 11 months ago
- ☆44Oct 29, 2025Updated 5 months ago
- [CIKM 2023] MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation☆25Nov 25, 2023Updated 2 years ago
- This is an official Pytorch implementation of Conditional Local Convolution for Spatio-temporal Meteorological Forecasting, AAAI 2022☆132Mar 6, 2022Updated 4 years ago
- Official implementation of our ICML 2024 paper "UP2ME: Univariate Pre-training to Multivariate Fine-tuning as a General-purpose Framework…☆35May 12, 2025Updated 11 months ago
- ForecastGrapher: Redefining Multivariate Time Series Forecasting with Graph Neural Networks☆32Jun 14, 2024Updated 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.
- Weather4Cast 2023 NeurIPS Competition - RainAI☆16Dec 4, 2023Updated 2 years ago
- 数据科学与人工智能中文讲义☆14Apr 6, 2026Updated last week
- ☆12Jun 11, 2024Updated last year
- pysat support for space weather indices and data sets☆14Apr 3, 2026Updated last week
- 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
- The official implementation of the paper SimVP: Towards Simple yet Powerful Spatiotemporal Predictive learning.☆11Jan 2, 2024Updated 2 years ago
- LCDFormer☆11Mar 27, 2024Updated 2 years ago
- Source code for NeurIPS 2019 paper "Learning Latent Processes from High-Dimensional Event Sequences via Efficient Sampling""☆10Mar 20, 2021Updated 5 years ago
- The Radar Echo Extrapolation Model☆40Jul 6, 2021Updated 4 years ago
- 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.
- An Open Source Spatio-Temporal Prediction Package☆218Oct 11, 2024Updated last year
- Official repository of "Beyond Spatial Frequency: Pixel-wise Temporal Frequency-based Deepfake Video Detection" [ICCV 2025]☆21Jan 17, 2026Updated 2 months ago
- This is a fork of SATA repo (CVPR 2025), which is invisiable.☆24Jul 24, 2025Updated 8 months ago
- [COLM 2024] LITE: Modeling Environmental Ecosystems with Multimodal Large Language Models☆14Jan 4, 2025Updated last year
- 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
- Types and constructors for spatially referenced graphs.☆12Apr 11, 2023Updated 3 years ago
- Crawl traffic data from PEMS☆10Jul 19, 2021Updated 4 years ago
- ☆13Nov 13, 2024Updated last year
- The code of MultiSPANS.☆12Oct 20, 2023Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- An unofficial, simple pytorch implementation of the paper "C-Mamba: Channel Correlation Enhanced State Space Models for Multivariate Time…☆17Jul 19, 2024Updated last year
- ☆17Jan 17, 2025Updated last year
- ☆47Apr 30, 2025Updated 11 months ago
- [JBHI 2024] CareSleepNet: A Hybrid Deep Learning Network for Automatic Sleep Staging☆16Jun 6, 2025Updated 10 months ago
- ☆16Jan 20, 2025Updated last year
- This library provides a set of tools for generating isochrones and reverse isochrones from geographic coordinates. It leverages OpenStree…☆18Updated this week
- 地图选点一键导出公交到达圈的小工具☆11Apr 4, 2022Updated 4 years ago