EDAPINENUT / CLCRN
This is an official Pytorch implementation of Conditional Local Convolution for Spatio-temporal Meteorological Forecasting, AAAI 2022
☆128Updated 2 years ago
Related projects: ⓘ
- AAAI'2024☆14Updated last month
- Paper A 3D-Temporal Convolutional Transformer Network for Spatiotemporal Predictive Learning☆100Updated 2 years ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Graph Part)☆170Updated 2 years ago
- An official implementation of "Periodicity Decoupling Framework for Long-term Series Forecasting" (ICLR 2024)☆95Updated 3 months ago
- 这个开源项目主要是对经典的时间序列预测算法论文进行复现，模型主要参考自GluonTS，框架主要参考自Informer☆121Updated 3 years ago
- PyTorch implementation of AirFormer, AAAI-23☆99Updated last year
- An official implementation of "CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning"☆66Updated 3 weeks ago
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆157Updated 10 months ago
- Attention Feature Fusion base on spatial-temporal Graph Convolutional Network（AFFGCN）☆34Updated 8 months ago
- [PVLDB 2024 Best Paper Nomination] TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods☆274Updated 2 weeks ago
- TianChi AIEarth Contest Solution☆81Updated 2 years ago
- An official implementation of "WFTNet: Exploiting Global and Local Periodicity in Long-term Time Series Forecasting" (ICASSP 2024)☆19Updated 6 months ago
- Spatiotemporal graph convolutional network for wind speed prediction.☆33Updated 2 years ago
- ☆23Updated 8 months ago
- About Code release for "MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions" (CVPR 2021) https://arxiv.org/ab…☆50Updated last year
- ☆28Updated 7 months ago
- 时空预测模型PyTorch复现☆51Updated 2 years ago
- KDD'23 --- Graph Neural Processes for Spatio-Temporal Extrapolation☆32Updated last year
- PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"☆14Updated 3 years ago
- This repository contains code for the paper "Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal C…☆68Updated last week
- code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences☆10Updated last year
- ☆10Updated 2 years ago
- LightNet: A Dual Spatiotemporal Encoder Network Model for Lightning Prediction In KDD 2019☆17Updated 4 years ago
- Unsupervised learning of Moving MNIST dataset. This repository contains implemention of ConvLSTM model and PredRNN++ model with Pytorch.☆12Updated 2 years ago
- ☆12Updated last year
- Self-Attention ConvLSTM for Spatiotemporal Prediction, described in `https://ojs.aaai.org//index.php/AAAI/article/view/6819`, test on Mov…☆60Updated 3 years ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆61Updated last month
- Deep Learning for Weather Forecasting, accepted applied data science of KDD 2019☆92Updated last year
- Transformer based model for time series prediction☆119Updated 2 years ago
- ☆14Updated 2 years ago