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 7 years ago
- CIKM AnalytiCup 2017: Short-Term Precipitation Forecasting Based on Radar Reflectivity Images☆227May 4, 2018Updated 8 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
- Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"☆424Sep 12, 2022Updated 3 years ago
- An application of ConvLSTM in 3D precipitation nowcasting in Kobe city, Japan☆17Oct 9, 2018Updated 7 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆32Apr 26, 2018Updated 8 years ago
- Typhoon Prediction☆13Jan 10, 2020Updated 6 years ago
- ConvLSTM for short-term precipitation forecasting.☆23Apr 17, 2019Updated 7 years ago
- A model for short-term precipitation forecasting based on radar data☆73Jul 4, 2024Updated last year
- Predict pictures based on ConvLSTM☆20Aug 12, 2020Updated 5 years ago
- The Radar Echo Extrapolation Model☆40Jul 6, 2021Updated 4 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
- 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
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Convolutional LSTM for video segmentation with Keras☆109Jun 1, 2018Updated 7 years ago
- pytorch implemention of trajGRU.☆594Jun 22, 2019Updated 6 years ago
- Using convlstm to prediction moving mnist dataset.☆21Jul 29, 2018Updated 7 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
- Extension of ConvLSTM and Time-LSTM for irregularly spaced images, appropriate for Remote Sensing☆23Jul 30, 2020Updated 5 years ago
- Open Source Weather Radar Software Course☆13Jul 11, 2018Updated 7 years ago
- PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"☆286Apr 11, 2026Updated 3 weeks ago
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆14Dec 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 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Implementation of Convolutional LSTM in PyTorch.☆2,248Jul 26, 2020Updated 5 years ago
- ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST☆437Oct 13, 2022Updated 3 years ago
- ☆58Dec 18, 2018Updated 7 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 6 years ago
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆147Jun 1, 2021Updated 4 years ago
- TensorFlow implementation of a Multi-Input ConvLSTM for predicting flood extent.☆20Nov 11, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆46May 14, 2018Updated 7 years ago
- A ConvGRU2D (equivalent to ConvLSTM2D) is added to Keras with a corresponding example☆11May 28, 2018Updated 7 years ago
- ☆34Sep 4, 2017Updated 8 years ago
- PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs☆127Oct 9, 2019Updated 6 years ago
- ☆14Jan 9, 2018Updated 8 years ago
- This procedure is designed to convert csv data file format into LITTLE_R that WRFDA will ingest☆21Dec 23, 2021Updated 4 years ago
- short term precipitation prediction with a UNet☆30Jan 8, 2021Updated 5 years ago