slerch / ppnn
post-processing experiments with neural networks
☆61Updated 3 years ago
Alternatives and similar repositories for ppnn
Users that are interested in ppnn are comparing it to the libraries listed below
Sorting:
- ☆40Updated 3 years ago
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆91Updated 9 months ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆93Updated 2 years ago
- ☆33Updated 2 years ago
- Implementation of convolutional conditional neural processes for statistical downscaling☆33Updated 4 years ago
- Python code for MWR paper 'Using Artificial Neural Networks for Generating Probabilistic Subseasonal Precipitation Forecasts over Califor…☆13Updated 4 years ago
- Deep learning approaches for statistical downscaling in climate☆71Updated 2 years ago
- Flexible and user-friendly toolkit for the bias correction of climate models and associated evaluation.☆58Updated last month
- Clean, easier to use version of the downscaling cGAN☆24Updated last year
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆31Updated 7 months ago
- Command Line Interface to download ERA5 from Copernicus Climate Data Service☆52Updated last month
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆70Updated 3 years ago
- ☆26Updated 11 months ago
- MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.☆29Updated this week
- ☆41Updated 4 months ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated last year
- Beta for Pangeo Postprocessing☆17Updated 4 years ago
- Tool using python and cdo to apply daily climate downscaling with BCSD.☆34Updated 2 years ago
- Python code to assist in familiarizing meteorologists with machine learning☆59Updated 2 years ago
- A collection of Python scripts for running WRF with the DART data assimilation system☆30Updated 2 years ago
- RDA apps clients. Subdirectories will be organized by language, e.g. python, perl, c++, bash☆35Updated last year
- GOES-16 Convective Initiation Benchmark☆17Updated 2 years ago
- ☆111Updated 3 years ago
- Uses machine learning to predict convective initiation and decay from satellite data.☆24Updated last year
- ☆28Updated this week
- (Semi-official) repository of "Deep-Learning-Based Gridded Downscaling of Surface Meteorological Variables in Complex Terrain".☆17Updated 3 years ago
- ☆19Updated last year
- Columbia tropical cyclone HAZard model (CHAZ)☆25Updated 10 months ago
- ☆30Updated 8 months ago
- Python scripts during my PhD studies (2020 - 2022)☆25Updated last year