drivendataorg / wind-dependent-variables
Winners of the Wind-dependent Variables: Predict Wind Speeds of Tropical Storms competition
☆24Updated last year
Alternatives and similar repositories for wind-dependent-variables:
Users that are interested in wind-dependent-variables are comparing it to the libraries listed below
- ☆14Updated 6 years ago
- ☆13Updated 3 years ago
- Beta for Pangeo Postprocessing☆17Updated 4 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
- 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
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Updated 3 years ago
- Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.☆27Updated 7 months ago
- Python package for downloading ECMWF reanalysis data and converting it into a time series format.☆40Updated last month
- ☆17Updated 6 months ago
- ☆14Updated 4 years ago
- Subseasonal forecasting models☆53Updated 2 months ago
- Satellite labelling tool for manual labelling of storm top features such as overshooting tops, above-anvil plumes, cold U/Vs, rings etc.☆13Updated 3 years ago
- Style-based GAN for geophysical fields☆13Updated 4 years ago
- A dataset plugin for climetlab for the dataset maelstrom-a1☆12Updated last year
- machine learning for the atmospheric sciences - a CSU course☆32Updated last year
- A High-Performance Data Science Toolkit for the Earth Sciences☆67Updated 10 months ago
- WRF Cloud Framework☆17Updated last year
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆93Updated 2 years ago
- Forecasting wildfire danger using deep learning.☆52Updated 3 years ago
- A repository with Jupyter notebooks that reproduce the analyses and figures included in the manuscript "Global changes in oceanic mesosca…☆20Updated 4 years ago
- ML Datasets Catalog☆57Updated last year
- pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python☆43Updated 3 years ago
- ☆32Updated 2 years ago
- Climate Analytics using Deep Neural Networks in Python.☆62Updated last year
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated last year
- GOES-16 Convective Initiation Benchmark☆17Updated 2 years ago
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆16Updated 2 years ago
- A Python package for Earth forecasting transformer☆83Updated 9 months ago
- ☆40Updated 3 years ago
- A simple way to evaluate Copernicus Climate Change (C3S) seasonal forecasts monthly data☆13Updated 3 years ago