jleinonen / geogan
Style-based GAN for geophysical fields
☆13Updated 4 years ago
Alternatives and similar repositories for geogan:
Users that are interested in geogan are comparing it to the libraries listed below
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated last year
- ☆14Updated 6 years ago
- A python library to extract topographical features from elevation data.☆21Updated last year
- GOES-16 Convective Initiation Benchmark☆17Updated 2 years ago
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Updated 3 years ago
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆23Updated 3 weeks ago
- machine learning for the atmospheric sciences - a CSU course☆32Updated last year
- Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.☆27Updated 7 months ago
- ☆13Updated 3 years ago
- Python code for MWR paper 'Using Artificial Neural Networks for Generating Probabilistic Subseasonal Precipitation Forecasts over Califor…☆13Updated 4 years ago
- ☆32Updated 2 years ago
- IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"☆26Updated 9 months 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
- Predicting weather by machine learning.☆14Updated 4 years ago
- A set of pre-processing codes, A deep convolutional neural net and post-processing codes for classifying turbulent climate patterns☆12Updated 6 years ago
- ☆14Updated 4 years ago
- ☆19Updated last year
- A Python package for Earth forecasting transformer☆83Updated 9 months ago
- ML Datasets Catalog☆57Updated last year
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆13Updated last year
- ☆40Updated 3 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
- Simulate SEVIRI satellite channels from WRF output☆20Updated 4 months ago
- Teleconnection-driven vision transformers for improved long-term forecasting☆29Updated last year
- Bayesian Aerosol Retrieval algorithm☆13Updated 4 years ago
- Neural Networks based unified physics parameterization for atmospheric models☆4Updated last year
- R&D Python package for processing ICON data with xarray☆10Updated last year
- A set of GrADS functions in Python (hdivg, hcurl...)☆11Updated 3 years ago
- Python package for downloading ECMWF reanalysis data and converting it into a time series format.☆40Updated last month
- This repository contains the code and data for the paper "Multi-Modal Graph Neural Networks for Localized Off-Grid Weather Forecasting".☆39Updated 5 months ago