wanzhixiao / MDLView external linksLinks
a pytorch version implement of paper "Flow Prediction in Spatio-Temporal Networks Based on Multitask Deep Learning"
☆13Jul 19, 2022Updated 3 years ago
Alternatives and similar repositories for MDL
Users that are interested in MDL are comparing it to the libraries listed below
Sorting:
- Repo for CrossTReS: Cross-city Transfer Learning for Traffic Prediction via Source Region Selection☆18Dec 13, 2022Updated 3 years ago
- This is an implementation of a traffic speed predicition model.☆10Oct 27, 2022Updated 3 years ago
- [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19☆29Jul 24, 2023Updated 2 years ago
- Weather4Cast 2023 NeurIPS Competition - RainAI☆15Dec 4, 2023Updated 2 years ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆58Aug 21, 2022Updated 3 years ago
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆14Dec 1, 2024Updated last year
- ☆11Jan 2, 2022Updated 4 years ago
- ☆10Dec 21, 2021Updated 4 years ago
- ☆12Jun 24, 2024Updated last year
- 本仓库包含：时空数据处理、预测领域的相关论文；相关数据集；专家学者信息☆14Apr 20, 2021Updated 4 years ago
- Code for ECMLPKDD'23 "FDTI: Fine-grained Deep Traffic Inference with Roadnet-enriched Graph"☆12Jul 24, 2023Updated 2 years ago
- Code for the paper "Predicting origin-destination ride-sourcing demand with a spatio-temporal encoder-decoder residual multi-graph convol…☆15Nov 26, 2020Updated 5 years ago
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆18Dec 24, 2024Updated last year
- ☆15Jun 8, 2021Updated 4 years ago
- ☆13Mar 29, 2022Updated 3 years ago
- ☆14Feb 4, 2022Updated 4 years ago
- [IJCAI'23] Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data.☆14Oct 3, 2024Updated last year
- ☆18Nov 19, 2024Updated last year
- Repository for Extreme Precipitation Nowcasting using Transformer-based Generative Models paper (Oral ICLR2024 Climate Change Workshop)☆23Dec 9, 2024Updated last year
- ☆26Oct 14, 2021Updated 4 years ago
- ☆17Feb 14, 2024Updated 2 years ago
- ☆21Dec 27, 2023Updated 2 years ago
- This is code for 3D Dynamic Graph Convolutional Networks for Crowd Flow Prediction☆19Jul 16, 2019Updated 6 years ago
- ☆42Mar 30, 2022Updated 3 years ago
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆14May 18, 2019Updated 6 years ago
- ☆50May 17, 2022Updated 3 years ago
- Code for CIKM'23 "Cross-city Few-shot Traffic Forecasting via Traffic Pattern Bank"☆21Aug 12, 2023Updated 2 years ago
- ☆47Sep 2, 2022Updated 3 years ago
- The codes and data of paper "Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction"☆25Jul 6, 2023Updated 2 years ago
- Code for Paper "Multi-task Adversarial Spatial-Temporal Networks for Crowd Flow Prediction"☆20Jun 27, 2022Updated 3 years ago
- Undergraduate graduation project: Spatial-Temporal Data Analysis based on Graph Convolution Network☆25Dec 11, 2019Updated 6 years ago
- Source code of implementing spatial-temporal zero-inflated negative binomial network for trip demand prediction☆26Dec 31, 2021Updated 4 years ago
- The pytorch code of DGCN(TITS)☆56Jul 18, 2022Updated 3 years ago
- ☆30Apr 15, 2024Updated last year
- 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
- ☆29May 16, 2023Updated 2 years ago
- Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit☆37Jul 30, 2020Updated 5 years ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Graph Part)☆179Aug 23, 2022Updated 3 years ago
- The codes and data of paper "cST-ML: Continuous Spatial-Temporal Meta-Learning for Traffic Dynamics Prediction"☆10Aug 28, 2020Updated 5 years ago