nowcasting

Python framework for short-term ensemble prediction systems.

If you can measure it, consider it predicted

Nowcasting

Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954

雷达回波外推，ConvLSTM，训练模型并外推。

Meta-repo for the Nowcasting project.

Python Nowcasting

Satellite Optical Flow with machine learning models

Using optical flow & machine learning to predict PV yield

Code accompanying our IARAI Weather4cast Challenge

Globalized version of the Rt-live model.

Flexible hierarchical nowcasting

Python code for downloading PV data from PVOutput.org

LSTM neural networks for nowcasting economic data.

Satip contains the code necessary for retrieving, transforming and storing EUMETSAT data

Experimental tools (R) for Big Data econometrics nowcasting and early estimates

Use machine learning to map from satellite imagery of clouds to solar PV yield

Prepare batches of data for training machine learning solar electricity nowcasting data

MF-BAVART model introduced in "Nowcasting in a Pandemic using Non-Parametric Mixed Frequency VARs"

Code to create rich harmonised geographic data for PV installations from OpenStreetMap and other sources