Multivariate Time Series Repository
☆73Nov 22, 2023Updated 2 years ago
Alternatives and similar repositories for MvTS
Users that are interested in MvTS are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Vectorized quantile backtesting library☆15May 25, 2023Updated 3 years ago
- ☆14Feb 22, 2024Updated 2 years ago
- A pytorch re-implementation of STFGNN☆30Mar 8, 2023Updated 3 years ago
- [Information Fusion] "Integrating the Urban Science with Deep Learning for City-wide Network Congestion Prediction" by Wenqing Zheng, Hao…☆14Jul 21, 2023Updated 3 years ago
- AGC-Net (Adaptive Graph Convolution Networks) is an advanced model designed to predict traffic flow. Dataset: METR-LA, PEMS-BAY☆12Sep 6, 2023Updated 3 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.
- Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)☆1,036Aug 12, 2026Updated last month
- Volatility models for stock prices using deep learning and mixture models.☆15Aug 20, 2022Updated 4 years ago
- Code for ECMLPKDD'23 "FDTI: Fine-grained Deep Traffic Inference with Roadnet-enriched Graph"☆12Jul 24, 2023Updated 3 years ago
- [CIKM'21] Spatio-Temporal-Categorical Graph Neural Networks for Fine-Grained Multi-Incident Co-Prediction☆17Dec 29, 2021Updated 4 years ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆148Dec 23, 2023Updated 2 years ago
- ☆13Oct 7, 2022Updated 3 years ago
- ☆29May 16, 2023Updated 3 years ago
- Multi-sensor traffic flow forecasting.☆14Jul 23, 2022Updated 4 years ago
- SI-HDGNN: Heterogeneous Dynamical Academic Network for Scientific Impact Propagation Learning☆21Mar 13, 2024Updated 2 years ago
- 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.
- ☆15Dec 28, 2023Updated 2 years ago
- ☆31Nov 30, 2022Updated 3 years ago
- My personal PyTorch framework for multivariate time series forecasting.☆107Mar 10, 2026Updated 6 months ago
- ☆14Mar 27, 2023Updated 3 years ago
- Scraping repository of the most relevant topics with regards to Spatio-Temporal Neural Networks available in the arXiv archive. The repos…☆20Sep 7, 2026Updated last week
- Code for the TMLR 2023 paper "GRAM-ODE: Graph-based Multi-ODE Neural Networks for Spatio-Temporal Traffic Forecasting"☆21Jan 11, 2024Updated 2 years ago
- This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"☆44Jan 27, 2023Updated 3 years ago
- ☆12Jul 29, 2022Updated 4 years ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆59Aug 21, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Efficiently solve the 2D heat equation using a Physics-Informed Neural Network (PINN). Simulate and predict temperature distributions wit…☆11Dec 15, 2023Updated 2 years ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆86Jul 19, 2025Updated last year
- few-shot models for short-term traffic prediction☆17Apr 8, 2023Updated 3 years ago
- [TRC] PyTorch implementaion of Spatial-Temporal Sequence to Sequence model.☆17Apr 5, 2021Updated 5 years ago
- Hedge long only portfolio using structural entropy☆16Jul 27, 2022Updated 4 years ago
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆122Mar 18, 2025Updated last year
- ☆896Apr 9, 2017Updated 9 years ago
- Official implementation: Population Aware Diffusion for Time Series Generation (AAAI-25)☆17Sep 1, 2025Updated last year
- [ESWA'24] ✨ An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting☆33Apr 27, 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.
- Modified CartPole-v0 OpenAI Gym environment with various noisy cases and Reinforcement Learning based controller☆10Dec 5, 2017Updated 8 years ago
- ☆19Aug 20, 2023Updated 3 years ago
- The repo for the ITSC 2022 paper "Forecasting Regional Multimodal Transportation Demand with Graph Neural Networks: An Open Dataset"☆23Apr 15, 2023Updated 3 years ago
- ST-SHN, IJCAI 2021☆22Jan 31, 2021Updated 5 years ago
- This repository is for my master's project, A Survey of Deep Learning Architectures for Algorithmic Cryptocurrency Trading, delivered on …☆10Nov 30, 2022Updated 3 years ago
- ☆13May 27, 2023Updated 3 years ago
- A Fair and Scalable Time Series Forecasting Benchmark and Toolkit.☆1,821Dec 23, 2025Updated 8 months ago