zxth93 / CIKM_AnalytiCup_2017
CIKM AnalytiCup 2017 is an open competition that is sponsored by Shenzhen Meteorological Bureau, Alibaba Group and CIKM2017. Our team got the third place in the first phrase. And in the second phrase we got the fourth place.
☆83Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for CIKM_AnalytiCup_2017
- ☆34Updated 7 years ago
- CIKM AnalytiCup 2017: Short-Term Precipitation Forecasting Based on Radar Reflectivity Images☆217Updated 6 years ago
- AI Challenger 2018 Weather Forecasting - 1st Place Solution☆68Updated 5 years ago
- A Baseline of Typhoon Prediction☆48Updated 11 months ago
- Using the Pytorch to build an image temporal prediction model of the encoder-forecaster structure, ConvGRU kernel & ConvLSTM kernel☆110Updated 5 years ago
- Repository of KDD Cup, 2018.☆54Updated 6 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
- KDD CUP 2018☆128Updated 6 years ago
- AI challenger 2018 TOP3 Solution☆15Updated 5 years ago
- ☆30Updated 6 years ago
- ailiyun tianchi IEEE ICDM 2018 全球气象AI挑战赛 比赛代码☆22Updated 6 years ago
- PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs☆124Updated 5 years ago
- Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"☆399Updated 2 years ago
- Deep Learning for Weather Forecasting, accepted applied data science of KDD 2019☆93Updated last year
- Code release for "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics" …☆150Updated 5 years ago
- KDD CUP 2017☆82Updated 7 years ago
- An implementation of convolutional lstms in tensorflow. The code is written in the same style as the basiclstmcell function in tensorflow☆419Updated 7 years ago
- An implementation of tensorflow-based TrajGRU model☆23Updated 5 years ago
- PredRNN using TensorFlow Keras☆10Updated 6 years ago
- An application of ConvLSTM in 3D precipitation nowcasting in Kobe city, Japan☆17Updated 6 years ago
- KDD CUP 2017 Highway Tollgates Traffic Flow Prediction(Traffic Volume Prediction)☆23Updated 7 years ago
- A KNN regressor that gives predictions based on customized loss function.☆42Updated 6 years ago
- Using convlstm to prediction moving mnist dataset.☆23Updated 6 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
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆35Updated 5 years ago
- CNN based wind speed estimation of tropical cyclones based on IR/WV satellite imagery☆13Updated 6 years ago
- #30 at KDD CUP 2018 https://biendata.com/competition/kdd_2018/☆42Updated 6 years ago
- 佳格天地比赛，时空序列预测，决赛top6方案☆16Updated 5 years ago