Python framework for short-term ensemble prediction systems.
If you can measure it, consider it predicted
A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)
Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
A list of Precipitation Nowcasting papers and related resources.
Python Nowcasting
🪁 A fast Adaptive Machine Learning library for Time-Series, that lets you build, deploy and update composite models easily. An order of magnitude speed-up, combined with flexibility and rigour. This is an internal project - documentation is not updated anymore and substantially differ from the current API.
雷达回波外推,ConvLSTM,训练模型并外推。
LSTM neural networks for nowcasting economic data.
(Journal of Hydrology 2025) 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.
Using optical flow & machine learning to predict PV yield
Code accompanying our IARAI Weather4cast Challenge
Satip contains the code necessary for retrieving, transforming and storing EUMETSAT data
pyFortraCC is a Python library for tracking and forecasting clusters.
MF-BAVART model introduced in "Nowcasting in a Pandemic using Non-Parametric Mixed Frequency VARs"
Python code for downloading PV data from PVOutput.org
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