Python framework for short-term ensemble prediction systems.
If you can measure it, consider it predicted
Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
🌍 A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)
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.
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
Python code for downloading PV data from PVOutput.org
Globalized version of the Rt-live model.
Experimental tools (R) for Big Data econometrics nowcasting and early estimates
MF-BAVART model introduced in "Nowcasting in a Pandemic using Non-Parametric Mixed Frequency VARs"
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