sxjscience / HKO-7Links
Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"
☆415Updated 2 years ago
Alternatives and similar repositories for HKO-7
Users that are interested in HKO-7 are comparing it to the libraries listed below
Sorting:
- Code release for "PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning" (ICML 2018)☆262Updated 5 years ago
- pytorch implemention of trajGRU.☆579Updated 6 years ago
- CIKM AnalytiCup 2017: Short-Term Precipitation Forecasting Based on Radar Reflectivity Images☆222Updated 7 years ago
- CIKM contest entry 'Convolutional LSTM neural network to extrapolate radar images, and predict rainfall'☆192Updated 7 years ago
- Code release for "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics" …☆153Updated 5 years ago
- PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs☆124Updated 5 years ago
- An implementation of tensorflow-based TrajGRU model☆24Updated 5 years ago
- Using the Pytorch to build an image temporal prediction model of the encoder-forecaster structure, ConvGRU kernel & ConvLSTM kernel☆114Updated 6 years ago
- ☆30Updated 7 years ago
- ☆47Updated 7 years ago
- 雷达回波外推，ConvLSTM，训练模型并外推。☆88Updated 7 years ago
- An application of ConvLSTM in 3D precipitation nowcasting in Kobe city, Japan☆17Updated 6 years ago
- Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.☆489Updated last year
- Convolutional LSTM for Precipitation Nowcasting☆57Updated 7 years ago
- ☆34Updated 7 years ago
- convolutional lstm implementation in pytorch☆158Updated 7 years ago
- ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST☆422Updated 2 years ago
- Multi-layer convolutional LSTM with Pytorch☆814Updated 4 years ago
- A benchmark dataset for data-driven weather forecasting☆768Updated last year
- TianChi AIEarth Contest Solution☆80Updated 3 years ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆84Updated 4 years ago
- A Baseline of Typhoon Prediction☆50Updated last year
- AI Challenges based on the SEVIR weather dataset☆44Updated 3 weeks ago
- Code release for "PredCNN: Predictive Learning with Cascade Convolutions" (IJCAI 2018)☆27Updated 6 years ago
- A list of Precipitation Nowcasting papers and related resources.☆159Updated 7 months ago
- This is a Pytorch implementation of PredRNN++☆38Updated 5 years ago
- Deep Learning for Weather Forecasting, accepted applied data science of KDD 2019☆96Updated 2 years ago
- AI Challenger 2018 Weather Forecasting - 1st Place Solution☆67Updated 6 years ago
- The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.☆159Updated 5 years ago
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆133Updated 4 years ago