CIKM contest entry 'Convolutional LSTM neural network to extrapolate radar images, and predict rainfall'
☆197Nov 3, 2017Updated 8 years ago
Alternatives and similar repositories for precipitation-prediction-convLSTM-keras
Users that are interested in precipitation-prediction-convLSTM-keras are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 雷达回波外推,ConvLSTM,训练模型并外推。☆86May 27, 2018Updated 8 years ago
- Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"☆429Sep 12, 2022Updated 3 years ago
- CIKM AnalytiCup 2017 is an open competition that is sponsored by Shenzhen Meteorological Bureau, Alibaba Group and CIKM2017. Our team got…☆88Dec 11, 2017Updated 8 years ago
- An application of ConvLSTM in 3D precipitation nowcasting in Kobe city, Japan☆17Oct 9, 2018Updated 7 years ago
- ConvLSTM for short-term precipitation forecasting.☆23Apr 17, 2019Updated 7 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆33Apr 26, 2018Updated 8 years ago
- Typhoon Prediction☆13Jan 10, 2020Updated 6 years ago
- Predict pictures based on ConvLSTM☆20Aug 12, 2020Updated 6 years ago
- A model for short-term precipitation forecasting based on radar data☆74Jul 4, 2024Updated 2 years ago
- The Radar Echo Extrapolation Model☆40Jul 6, 2021Updated 5 years ago
- Python library for radar-based precipitation nowcasting based on optical flow techniques☆196Oct 9, 2019Updated 6 years ago
- Using the Pytorch to build an image temporal prediction model of the encoder-forecaster structure, ConvGRU kernel & ConvLSTM kernel☆116Apr 30, 2019Updated 7 years ago
- reduced-gate convolutional LSTM model. This model is applied on PredNet which implemented by Lotter 2016.☆10Jan 13, 2019Updated 7 years ago
- 基于Transformer的雷达回波外推用于近期降水预测的研究☆24Dec 15, 2023Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- pytorch implemention of trajGRU.☆602Jun 22, 2019Updated 7 years ago
- Convolutional LSTM for video segmentation with Keras☆107Jun 1, 2018Updated 8 years ago
- Code release for "PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning" (ICML 2018)☆271Oct 9, 2019Updated 6 years ago
- Using convlstm to prediction moving mnist dataset.☆21Jul 29, 2018Updated 8 years ago
- PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"☆292Apr 11, 2026Updated 4 months ago
- Open Source Weather Radar Software Course☆13Jul 11, 2018Updated 8 years ago
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆15Dec 1, 2024Updated last year
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆53Jul 22, 2022Updated 4 years ago
- Implementation of Convolutional LSTM in PyTorch.☆2,267Jul 26, 2020Updated 6 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- GAN-argcPredNet v1.0: A Generative Adversarial Model for Radar Echo Extrapolation Based on Convolutional Recurrent Units☆14Dec 14, 2021Updated 4 years ago
- ☆58Dec 18, 2018Updated 7 years ago
- Three-dimensional gridded radar echo extrapolation for convective storm nowcasting based on a 3D-ConvLSTM model☆20Aug 30, 2022Updated 3 years ago
- TianChi AIEarth Contest Solution☆79Oct 25, 2021Updated 4 years ago
- GAN based ConvLSTM in precipitation prediction (Trial Version)☆50Mar 15, 2024Updated 2 years ago
- Precipitation Nowcasting using DL - CS230 Deep Learning course group project☆22Mar 17, 2020Updated 6 years ago
- 佳格天地比赛,时空序列预测,决赛top6方案☆17Jun 18, 2019Updated 7 years ago
- A ConvGRU2D (equivalent to ConvLSTM2D) is added to Keras with a corresponding example☆11May 28, 2018Updated 8 years ago
- TensorFlow implementation of a Multi-Input ConvLSTM for predicting flood extent.☆20Nov 11, 2021Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- This procedure is designed to convert csv data file format into LITTLE_R that WRFDA will ingest☆22Dec 23, 2021Updated 4 years ago
- ☆46May 14, 2018Updated 8 years ago
- ☆35Sep 4, 2017Updated 8 years ago
- ☆15Jan 9, 2018Updated 8 years ago
- short term precipitation prediction with a UNet☆29Jan 8, 2021Updated 5 years ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆40Aug 21, 2022Updated 3 years ago
- A library designed to implement deep learning algorisms to climate data for weather and climate prediction.☆20Sep 22, 2022Updated 3 years ago