jleinonen / geoganLinks
Style-based GAN for geophysical fields
☆13Updated 5 years ago
Alternatives and similar repositories for geogan
Users that are interested in geogan are comparing it to the libraries listed below
Sorting:
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Updated 3 years ago
- ☆14Updated 6 years ago
- Predicting weather by machine learning.☆14Updated 5 years ago
- Python code for MWR paper 'Using Artificial Neural Networks for Generating Probabilistic Subseasonal Precipitation Forecasts over Califor…☆13Updated 5 years ago
- Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.☆14Updated 6 months ago
- El nino forecast based on a few machine learning methods☆24Updated 8 years ago
- End-to-end machine-learning library for predicting thunderstorm hazards.☆34Updated 2 weeks ago
- A python library to extract topographical features from elevation data.☆23Updated last year
- ☆14Updated 5 years ago
- R&D Python package for processing ICON data with xarray☆10Updated 2 years ago
- Pythie is a Python package to postprocess weather forecasts. Presently, it contains the modules: MBM: a module to make member-by-member e…☆11Updated 2 years ago
- GOES-16 Convective Initiation Benchmark☆17Updated 3 years ago
- Reconstruction of Cloud Vertical Structure with a Generative Adversarial Network☆25Updated 6 years ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated last year
- ML Datasets Catalog☆58Updated 2 years ago
- Research and experiments for downscaling climate/weather data via generative learning☆34Updated 3 years ago
- machine learning for the atmospheric sciences - a CSU course☆32Updated last year
- ☆14Updated 3 years ago
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆31Updated 3 weeks ago
- Beta for Pangeo Postprocessing☆17Updated 5 years ago
- Python code to manage ERA5 downloads at NCI☆33Updated 4 years ago
- ☆40Updated 3 years ago
- Using optical flow & machine learning to predict PV yield☆53Updated 2 years ago
- Tool using python and cdo to apply daily climate downscaling with BCSD.☆35Updated 3 years ago
- Making it far easier to read in and work with large volumes of climate model output from CMIP5/6☆21Updated 4 years ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆72Updated 4 years ago
- Python package for downloading ECMWF reanalysis data and converting it into a time series format.☆41Updated 2 weeks ago
- ☆13Updated 4 years ago
- Create boundary and initial conditions for WRF-Chem simulation☆14Updated 8 months ago
- Code for paper "A Robust Generative Adversarial Network Approach for Climate Downscaling"☆11Updated 11 months ago