eracah / hur-detect
Deep Semi-Supervised Object Detection for Extreme Weather Events
☆57Updated 7 years ago
Alternatives and similar repositories for hur-detect:
Users that are interested in hur-detect are comparing it to the libraries listed below
- Climate Analytics using Deep Neural Networks in Python.☆62Updated last year
- Code for neural network parameterization project☆74Updated 4 years ago
- ☆41Updated last year
- ☆38Updated 5 years ago
- a benchmark dataset for training and evaluating global cloud classification models.☆29Updated last year
- ☆13Updated 3 years ago
- Lorenz 96 model with GAN parameterization of unresolved scale (Y).☆36Updated 5 years ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated last year
- NinoLearn is a research framework for statistical ENSO prediction.☆10Updated 4 years ago
- ML Datasets Catalog☆57Updated last year
- A benchmark dataset for Machine Learning emulation of atmospheric radiative transfer in weather and climate models (NeurIPS 2021 Datasets…☆40Updated 2 years ago
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆23Updated 2 weeks ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆93Updated 2 years ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆83Updated 4 years ago
- Code accompanying our IARAI Weather4cast Challenge☆47Updated 3 years ago
- A spherical CNN for weather forecasting☆71Updated 2 years ago
- GOES-16 Convective Initiation Benchmark☆17Updated 2 years ago
- Python package for downloading ECMWF reanalysis data and converting it into a time series format.☆40Updated last month
- El nino forecast based on a few machine learning methods☆24Updated 8 years ago
- Code for neural network parameterization project☆18Updated last year
- Reconstruction of Cloud Vertical Structure with a Generative Adversarial Network☆25Updated 5 years ago
- ☆14Updated 6 years ago
- ☆57Updated 6 years ago
- Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.☆12Updated 2 months ago
- ☆13Updated 2 years ago
- Deep learning for climate modeling.☆40Updated 6 years ago
- A MetNet implementation in Pytorch and fastai☆32Updated 3 years ago
- ☆14Updated 4 years ago
- Deep learning models for global weather prediction on a cubed sphere☆95Updated 4 years ago
- Tutorials for basic analysis of CMIP6 climate models on the Google Cloud Platform.☆72Updated 4 years ago