yaoyichen / CIKM-Cup-2017
CIKM AnalytiCup 2017: Short-Term Precipitation Forecasting Based on Radar Reflectivity Images
☆217Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for CIKM-Cup-2017
- CIKM AnalytiCup 2017 is an open competition that is sponsored by Shenzhen Meteorological Bureau, Alibaba Group and CIKM2017. Our team got…☆83Updated 6 years ago
- ☆34Updated 7 years ago
- Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"☆399Updated 2 years ago
- 雷达回波外推，ConvLSTM，训练模型并外推。☆84Updated 6 years ago
- CIKM contest entry 'Convolutional LSTM neural network to extrapolate radar images, and predict rainfall'☆189Updated 7 years ago
- Using the Pytorch to build an image temporal prediction model of the encoder-forecaster structure, ConvGRU kernel & ConvLSTM kernel☆110Updated 5 years ago
- AI Challenger 2018 Weather Forecasting - 1st Place Solution☆68Updated 5 years ago
- Code release for "PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning" (ICML 2018)☆262Updated 5 years ago
- ☆30Updated 6 years ago
- A Baseline of Typhoon Prediction☆48Updated 11 months ago
- Machine learning forecast model for WxChallenge☆94Updated 4 years ago
- Code release for "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics" …☆150Updated 5 years ago
- The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.☆153Updated 4 years ago
- An implementation of tensorflow-based TrajGRU model☆23Updated 5 years ago
- pytorch implemention of trajGRU.☆561Updated 5 years ago
- PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs☆124Updated 5 years ago
- Deep Learning for Weather Forecasting, accepted applied data science of KDD 2019☆93Updated last year
- TianChi AIEarth Contest Solution☆81Updated 3 years ago
- Python library for radar-based precipitation nowcasting based on optical flow techniques☆185Updated 5 years ago
- Convolutional LSTM for Precipitation Nowcasting☆50Updated 6 years ago
- 提供气象产品检验相关程序☆183Updated 2 weeks ago
- CNN for climate forecast☆85Updated 6 months ago
- ☆48Updated 6 years ago
- A curated list of awesome Python libraries, software and resources in Atmosphere, Environment and Machine Learning☆212Updated 3 years ago
- AI challenger 2018 TOP3 Solution☆15Updated 5 years ago
- Repository of KDD Cup, 2018.☆54Updated 6 years ago
- The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.☆34Updated 4 years ago
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆48Updated 3 years ago
- An application of ConvLSTM in 3D precipitation nowcasting in Kobe city, Japan☆17Updated 6 years ago