pytorch implemention of trajGRU.
☆593Jun 22, 2019Updated 6 years ago
Alternatives and similar repositories for Precipitation-Nowcasting
Users that are interested in Precipitation-Nowcasting are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"☆422Sep 12, 2022Updated 3 years ago
- ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST☆435Oct 13, 2022Updated 3 years ago
- Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.☆522Nov 4, 2023Updated 2 years ago
- Implementation of Convolutional LSTM in PyTorch.☆2,237Jul 26, 2020Updated 5 years ago
- PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"☆286Mar 13, 2025Updated last year
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- CIKM AnalytiCup 2017: Short-Term Precipitation Forecasting Based on Radar Reflectivity Images☆228May 4, 2018Updated 7 years ago
- Python library for radar-based precipitation nowcasting based on optical flow techniques☆193Oct 9, 2019Updated 6 years ago
- Code release for "PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning" (ICML 2018)☆272Oct 9, 2019Updated 6 years ago
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆146Jun 1, 2021Updated 4 years ago
- Code release for "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics" …☆155Nov 8, 2019Updated 6 years ago
- Using the Pytorch to build an image temporal prediction model of the encoder-forecaster structure, ConvGRU kernel & ConvLSTM kernel☆115Apr 30, 2019Updated 6 years ago
- An implementation of tensorflow-based TrajGRU model☆24Aug 21, 2019Updated 6 years ago
- The Radar Echo Extrapolation Model☆40Jul 6, 2021Updated 4 years ago
- Multi-layer convolutional LSTM with Pytorch☆816Sep 27, 2020Updated 5 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs☆127Oct 9, 2019Updated 6 years ago
- ☆95Jul 25, 2024Updated last year
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆279Mar 16, 2026Updated last week
- A list of Precipitation Nowcasting papers and related resources.☆178Dec 16, 2024Updated last year
- Python framework for short-term ensemble prediction systems.☆551Feb 27, 2026Updated 3 weeks ago
- The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.☆161Apr 24, 2020Updated 5 years ago
- Convolutional LSTM for Precipitation Nowcasting☆60Feb 11, 2018Updated 8 years ago
- Precipitation Nowcasting using DL - CS230 Deep Learning course group project☆22Mar 17, 2020Updated 6 years ago
- This is a Pytorch implementation of PredRNN++☆40May 9, 2020Updated 5 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- An application of ConvLSTM in 3D precipitation nowcasting in Kobe city, Japan☆17Oct 9, 2018Updated 7 years ago
- The China Weather Radar Toolkit, support most of China's radar formats(WSR98D, CINRAD/SA/SB/CB, CINRAD/CC/CCJ, CINRAD/SC/CD)☆239Updated this week
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆52Jul 22, 2022Updated 3 years ago
- Implementation of ConvLSTM in pytorch applied for BCI (Brain Machine Interface) following paper: Convolutional LSTM Network-A Machine Lea…☆107Jan 26, 2021Updated 5 years ago
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆68Feb 10, 2026Updated last month
- Decode CINRAD (China New Generation Weather Radar) data and visualize.☆421Jan 23, 2026Updated 2 months ago
- ☆32Apr 26, 2018Updated 7 years ago
- Python3可视化雷达PUP数据产品(CINRAD-PUP)☆16Jun 25, 2021Updated 4 years ago
- ☆10Nov 18, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.☆34Mar 27, 2020Updated 5 years ago
- Machine learning forecast model for WxChallenge☆96Apr 10, 2020Updated 5 years ago
- Code release to showcase potential usages of TAASRAD19 Dataset☆48Oct 14, 2021Updated 4 years ago
- Code for our CVPR 2020 paper "Disentangling Physical Dynamics from Unknown Factors for UnsupervisedVideo Prediction"☆209Mar 1, 2022Updated 4 years ago
- Video Predicting using ConvLSTM and pytorch☆118Mar 30, 2021Updated 4 years ago
- A benchmark dataset for data-driven weather forecasting☆815Dec 8, 2023Updated 2 years ago
- This is a Pytorch implementation of PFST-LSTM, a recurrent model for precipitation nowcasting (radar echo extrapolation) as described in …☆30Dec 25, 2020Updated 5 years ago