U-Net architecture inspired by "Machine Learning for Precipitation Nowcasting from Radar Images", implemented in Keras (Tensorflow).
☆12Feb 17, 2021Updated 5 years ago
Alternatives and similar repositories for google_unet_nowcast
Users that are interested in google_unet_nowcast are comparing it to the libraries listed below
Sorting:
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆14Dec 1, 2024Updated last year
- GAN-argcPredNet v1.0: A Generative Adversarial Model for Radar Echo Extrapolation Based on Convolutional Recurrent Units☆12Dec 14, 2021Updated 4 years ago
- Microservice for consuming NWP data.☆17Dec 31, 2025Updated 2 months ago
- ☆21Aug 23, 2022Updated 3 years ago
- Code for TRUNET model☆17May 15, 2023Updated 2 years ago
- Repository for the 2023 AMS Radar Short Course☆20Dec 7, 2023Updated 2 years ago
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆24May 12, 2023Updated 2 years ago
- ailiyun tianchi IEEE ICDM 2018 全球气象AI挑战赛 比赛代码☆21Jul 5, 2018Updated 7 years ago
- Weather Research and Forecasting (WRF) model with moisture tracers☆34Jun 1, 2024Updated last year
- 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
- Uses machine learning to predict convective initiation and decay from satellite data.☆28Jun 7, 2023Updated 2 years ago
- Prepare batches of data for training machine learning solar electricity nowcasting data☆26Sep 4, 2023Updated 2 years ago
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆29Dec 8, 2022Updated 3 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆35Feb 21, 2023Updated 3 years ago
- Pure Java Llama2 inference with optional multi-GPU CUDA implementation☆13Sep 2, 2023Updated 2 years ago
- This repository hosts a Jupyter notebook based application of the Weather Research and Forecasting Model (WRF) on a Raspberry Pi (version…☆37Aug 30, 2024Updated last year
- flexpart安装教程☆11Aug 25, 2019Updated 6 years ago
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆38Aug 19, 2019Updated 6 years ago
- Code for CLIMEA-BCUD☆12Apr 25, 2023Updated 2 years ago
- Python utils for atmospheric & ocean sciences. Includes tools for popular datasets such as Aeronet, models (WRF, ROMS), satellite retriev…☆13Jan 4, 2026Updated 2 months ago
- ☆11Feb 15, 2022Updated 4 years ago
- The Radar Echo Extrapolation Model☆40Jul 6, 2021Updated 4 years ago
- A plugin from ECMWF/ai-models, with models sourced from PuYun Meteorological Model in Metacarbon (Hangzhou)☆19Sep 30, 2025Updated 5 months ago
- Predictive Coding (Rao & Ballard, 1999) Model☆10May 2, 2020Updated 5 years ago
- Weather4Cast 2023 NeurIPS Competition - RainAI☆15Dec 4, 2023Updated 2 years ago
- tools to process cmip6 data to drive wrf☆51Apr 24, 2025Updated 10 months ago
- PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"☆285Mar 13, 2025Updated 11 months ago
- a GAN for precipitation downscaling☆43Mar 7, 2022Updated 3 years ago
- Data repository for Project Pythia examples/notebooks☆14Feb 23, 2026Updated last week
- 百度指数爬虫☆11May 17, 2020Updated 5 years ago
- Hail detection and size retrievals using Python3.9+☆47Feb 10, 2026Updated 3 weeks ago
- Implementation of ConvGRU2D layer in tensorflow keras☆13Jun 16, 2021Updated 4 years ago
- Python for multiobjective cash management☆12Sep 21, 2017Updated 8 years ago
- ☆11Jun 6, 2021Updated 4 years ago
- Tensorflow implementation of a 3D-CNN U-net with Grid Attention and DSV for pancreas segmentation trained on CT-82.☆11Dec 31, 2024Updated last year
- ☆10Mar 22, 2023Updated 2 years ago
- Adaptive-median image filter in pure python - use with medians-1D☆13Mar 18, 2021Updated 4 years ago
- ☆13Oct 10, 2024Updated last year
- This projected explored the effect of introducing channel and spatial attention mechanisms, namely SEN-Net, ECA-Net, and CBAM to existin…☆11Jun 11, 2023Updated 2 years ago