Stars
A comprehesive survey about foundation models for weather and cliamte data understanding.
Example notebooks showing how to work with ECMWF services and data
Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution
This Repository is implementation of majority of Semantic Segmentation Loss Functions
A playbook for systematically maximizing the performance of deep learning models.
Fit interpretable models. Explain blackbox machine learning.
Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).
Parallel Hyperparameter Tuning in Python
Automated modeling and machine learning framework FEDOT
Python library for reading and writing image data
The open source developer platform to build AI agents and models with confidence. Enhance your AI applications with end-to-end tracking, observability, and evaluations, all in one integrated platform.
Random Forest or XGBoost? It is Time to Explore LCE
🌎 Verification of weather and climate forecasts 🌍
ST-DBSCAN: Simple and effective tool for spatial-temporal clustering
Toolbox for Streamflow Signatures in Hydrology (TOSSH)
Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields
Long list of geospatial tools and resources
Raster-based Spatial Analytics for Python
A streamflow characteristics calculator in Python