Wangjw6 / Tianchi_Prediction
2021 “AI Earth”人工智能创新挑战赛 AI助力精准气象和海洋预测
☆12Updated 4 years ago
Alternatives and similar repositories for Tianchi_Prediction:
Users that are interested in Tianchi_Prediction are comparing it to the libraries listed below
- Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》☆41Updated 3 years ago
- ConvLSTM for short-term precipitation forecasting.☆21Updated 6 years ago
- Typhoon Prediction☆12Updated 5 years ago
- TianChi AIEarth Contest Solution☆80Updated 3 years ago
- PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"☆14Updated 4 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆34Updated 2 years ago
- Convolutional LSTM for Precipitation Nowcasting☆55Updated 7 years ago
- LightNet: A Dual Spatiotemporal Encoder Network Model for Lightning Prediction In KDD 2019☆18Updated 4 years ago
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆36Updated 5 years ago
- ☆10Updated 9 months ago
- Some very simple meteorology function written in python;几个简单的气象相关的函数☆15Updated last year
- A library designed to implement deep learning algorisms to climate data for weather and climate prediction.☆21Updated 2 years ago
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆13Updated 5 months ago
- ☆14Updated 2 years ago
- 2019 Tianchi Zhuifeng Juvenile Typhoon Satellite Image Prediction—Optical Flow Method Solution☆11Updated last year
- 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.☆33Updated 5 years ago
- An implementation of tensorflow-based TrajGRU model☆24Updated 5 years ago
- Today satellites provide a surface signature of the temperature with a high spatial frequency: ie a good horizontal resolution but a low …☆13Updated 5 years ago
- Nonlinear Granger causality test based on random forest (source code of "A Causal Inference Model based on Random Forest to identify soil…☆7Updated 2 years ago
- ☆19Updated 3 years ago
- Deep Learning for Weather Forecasting, accepted applied data science of KDD 2019☆97Updated 2 years ago
- Unsupervised learning of Moving MNIST dataset. This repository contains implemention of ConvLSTM model and PredRNN++ model with Pytorch.☆12Updated 2 years ago
- A NWP precipitation bias correction model based on Unet☆18Updated 2 years ago
- 佳格天地比赛,时空序列预测,决赛top6方案☆17Updated 5 years ago
- This is a Pytorch implementation of PredRNN++☆38Updated 5 years ago
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆53Updated 2 years ago
- Convolutional Recurrent Neural Networks for Predicting Sea Ice Concentration in the Arctic☆14Updated 3 years ago
- ☆42Updated last year
- Deep learning for multi-year ENSO forecasts Reproduction☆51Updated 9 months ago
- 时空预测模型PyTorch复现☆52Updated 2 years ago