🌍 A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)
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Updated
Jul 4, 2024
🌍 A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)
Course on nowcasting and forecasting of infectious disease dynamcis
Python framework for short-term ensemble prediction systems.
Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
Python code for downloading PV data from PVOutput.org
Satip contains the code necessary for retrieving, transforming and storing EUMETSAT data
Open and shareable configuration for an operational hydrological forecasting system with Delft-FEWS
If you can measure it, consider it predicted
Tools for downloading and processing numerical weather predictions
Source code for the paper "HyPhAICC v1.0: A Hybrid Physics-AI approach for probability fields advection, application to cloud cover nowcasting".
U-RNN High-resolution spatiotemporal nowcasting of urban flooding
Tools to enable flexible and efficient hierarchical nowcasting of epidemiological time-series using a semi-mechanistic Bayesian model with support for a range of reporting and generative processes.
A list of Precipitation Nowcasting papers and related resources.
R wrapper for nowcast_lstm Python library. Long short-term memory neural networks for economic nowcasting.
LSTM neural networks for nowcasting economic data.
TATHU is a Python package for tracking and analyzing the life cycle of convective systems.
Near real-time forecasting of UK household savings
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