ydup / ENSO-Forecasting
ENSO forecasting competition.
☆11Updated 3 years ago
Related projects: ⓘ
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆43Updated 8 months ago
- PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"☆14Updated 3 years ago
- ☆10Updated 2 years ago
- ☆27Updated 5 months ago
- CNN for climate forecast☆83Updated 4 months ago
- Code associated with the NeurIPS 2020 Climate Change workshop proposal paper "Graph Neural Networks for Improved El Niño Forecasting"☆33Updated 3 years ago
- A Baseline of Typhoon Prediction☆48Updated 9 months ago
- Typhoon Prediction☆12Updated 4 years ago
- ☆12Updated last year
- Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics☆18Updated 4 years ago
- MSc Research project (6 months). Data Assimilation using Deep Learning (AEs). Imperial College Machine Learning MSc 2018-19☆35Updated 3 years ago
- CNN based ENSO all season forecast model☆17Updated last month
- Base-line model☆16Updated 2 years ago
- Deep learning for multi-year ENSO forecasts Reproduction☆48Updated last month
- ☆12Updated last year
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆34Updated 5 years ago
- Physics Guided Architecture (PGA) of Neural Networks for Quantifying Uncertainty in Lake Temperature Modelling☆23Updated 4 years ago
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆14Updated last year
- ☆18Updated this week
- TianChi AIEarth Contest Solution☆81Updated 2 years ago
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆63Updated 3 years ago
- public codes for fusing CNN networks☆21Updated 4 years ago
- ☆25Updated 2 years ago
- ailiyun tianchi IEEE ICDM 2018 全球气象AI挑战赛 比赛代码☆21Updated 6 years ago
- ☆13Updated last year
- Official PyTorch implementation of "Self-Attentive Ensemble Transformer: Representing Ensemble Interactions in Neural Networks for Earth …☆13Updated last year
- ☆10Updated 2 months ago
- ☆15Updated 5 years ago
- Unsupervised learning of Moving MNIST dataset. This repository contains implemention of ConvLSTM model and PredRNN++ model with Pytorch.☆12Updated 2 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆30Updated last year