Python framework for short-term ensemble prediction systems.
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Updated
Jul 3, 2024 - Python
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
Python Nowcasting
雷达回波外推,ConvLSTM,训练模型并外推。
Satip contains the code necessary for retrieving, transforming and storing EUMETSAT 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.
Python code for downloading PV data from PVOutput.org
Experimental tools (R) for Big Data econometrics nowcasting and early estimates
A list of Precipitation Nowcasting papers and related resources.
Code accompanying our IARAI Weather4cast Challenge
MF-BAVART model introduced in "Nowcasting in a Pandemic using Non-Parametric Mixed Frequency VARs"
Globalized version of the Rt-live model.
Dynamic factor models (DFM) in R. Easy estimation and new data contributions to changes in prediction.
Using optical flow & machine learning to predict PV yield
🌍 A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)
LSTM neural networks for nowcasting economic data.
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