jerrywn121 / TianChi_AIEarthLinks
TianChi AIEarth Contest Solution
☆79Updated 4 years ago
Alternatives and similar repositories for TianChi_AIEarth
Users that are interested in TianChi_AIEarth are comparing it to the libraries listed below
Sorting:
- 从Convlstm2D的基础上改编: https://github.com/ndrplz/ConvLSTM_pytorch 可用于雷达回波等短临预报领域,采用模仿Dr.SXJ的Seq2seq结构.☆35Updated 5 years ago
- Convolutional LSTM for Precipitation Nowcasting☆59Updated 7 years ago
- The Radar Echo Extrapolation Model☆38Updated 4 years ago
- PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"☆15Updated 4 years ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆38Updated 3 years ago
- LightNet: A Dual Spatiotemporal Encoder Network Model for Lightning Prediction In KDD 2019☆18Updated 5 years ago
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆68Updated 4 years ago
- ☆19Updated 3 years ago
- A model for short-term precipitation forecasting based on radar data☆70Updated last year
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆53Updated last year
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆52Updated 3 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆35Updated 2 years ago
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆56Updated 4 years ago
- This is a Pytorch implementation of PredRNN++☆39Updated 5 years ago
- AI Challenges based on the SEVIR weather dataset☆45Updated 4 months ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆87Updated 5 years ago
- ☆96Updated last year
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆13Updated last year
- Skilful precipitation nowcasting using deep generative models of radar☆37Updated 4 years ago
- ☆23Updated 3 years ago
- 雷达回波外推,ConvLSTM,训练模型并外推。☆88Updated 7 years ago
- 时空预测模型PyTorch复现☆54Updated 3 years ago
- PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"☆280Updated 8 months ago
- Deep learning for multi-year ENSO forecasts Reproduction☆55Updated last year
- Base-line model☆17Updated 3 years ago
- ConvLSTM for short-term precipitation forecasting.☆22Updated 6 years ago
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆24Updated 2 years ago
- a GAN for precipitation downscaling☆42Updated 3 years ago
- GAN based ConvLSTM in precipitation prediction (Trial Version)☆49Updated last year
- ☆10Updated last year