Precipitation Nowcasting using DL - CS230 Deep Learning course group project
☆22Mar 17, 2020Updated 6 years ago
Alternatives and similar repositories for cs230Project
Users that are interested in cs230Project are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Jupyter-notebooks of nowcasting precipitation☆11Nov 5, 2019Updated 6 years ago
- ConvLSTM for short-term precipitation forecasting.☆23Apr 17, 2019Updated 7 years ago
- An application of ConvLSTM in 3D precipitation nowcasting in Kobe city, Japan☆17Oct 9, 2018Updated 7 years ago
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆57Nov 21, 2021Updated 4 years ago
- ☆33Apr 26, 2018Updated 8 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.
- This is the repo for global precipitation nowcasting using IMERG dataset.☆18Feb 18, 2024Updated 2 years ago
- Code accompanying our IARAI Weather4cast Challenge☆50Mar 29, 2022Updated 4 years ago
- To download Sentinel-5 Product from TROPOMI's s5phub☆23Mar 24, 2022Updated 4 years ago
- pytorch implemention of trajGRU.☆602Jun 22, 2019Updated 7 years ago
- Open Source Weather Radar Software Course☆13Jul 11, 2018Updated 8 years ago
- Codes for kddcup2022☆17Aug 5, 2022Updated 4 years ago
- ☆19May 13, 2023Updated 3 years ago
- 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
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆151Jun 1, 2021Updated 5 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆73Jun 10, 2021Updated 5 years ago
- CIKM AnalytiCup 2017 - Lazada Product Title Quality Challenge: A Bag of Features for Short Text Classification.☆10Dec 5, 2019Updated 6 years ago
- Predict pictures based on ConvLSTM☆20Aug 12, 2020Updated 6 years ago
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆15Dec 1, 2024Updated last year
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆38Aug 19, 2019Updated 7 years ago
- Rad-cGAN v1.0: Radar-based precipitation nowcasting model with conditional Generative Adversarial Networks for multiple dam domains☆11Jul 22, 2022Updated 4 years ago
- ☆19Jun 15, 2023Updated 3 years ago
- Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》☆47Mar 16, 2022Updated 4 years ago
- A ConvGRU2D (equivalent to ConvLSTM2D) is added to Keras with a corresponding example☆11May 28, 2018Updated 8 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Convolutional Neural Networks for Weather Forecasting☆19Apr 26, 2019Updated 7 years ago
- KDDCUP2022 Spatial Dynamic Wind Power Forecasting Paddle Track Sixth Place Solution☆23Sep 5, 2022Updated 3 years ago
- ☆15Apr 4, 2023Updated 3 years ago
- Repository of the Master's Thesis "Application of Deep Learning for Understanding of Image Sequences in Computer Vision" at Technical Uni…☆10Apr 2, 2022Updated 4 years ago
- ☆46May 14, 2018Updated 8 years ago
- Spatial Dynamic Wind Power Forecasting. This task has practical importance for the utilization of wind energy. Participants are expected …☆24Aug 9, 2022Updated 4 years ago
- A list of Precipitation Nowcasting papers and related resources.☆196Dec 16, 2024Updated last year
- Weather forecasting with RNN, using TensorFlow☆38Feb 15, 2026Updated 6 months ago
- 4D GIS system for renderering floods simulation time-series data on top an urban area☆10Dec 6, 2019Updated 6 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.
- PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"☆292Apr 11, 2026Updated 4 months ago
- Ubuntu docker with CDO, wgrib2, python-gdal, python-netcdf, python-grib installed for meteorology data analysis☆13Nov 21, 2018Updated 7 years ago
- Forecasting task. Predicting temperatures from sensors data.☆12Jan 12, 2019Updated 7 years ago
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆19Dec 24, 2024Updated last year
- The source code of the SOTA Dynamic Graph Reformer model for weather station prediction.☆14Mar 25, 2024Updated 2 years ago
- Prediction of wind and solar power generation using machine learning techniques☆10Jul 2, 2020Updated 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