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31 search results found

Pysteps ⭐ 389

Python framework for short-term ensemble prediction systems.

Microprediction ⭐ 312

If you can measure it, consider it predicted

Skillful_nowcasting ⭐ 171

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

Nowcasting ⭐ 93

Front End repo for the Nowcasting project.

Awesome Precipitation Nowcasting ⭐ 80

A list of Precipitation Nowcasting papers and related resources.

Nowcasting ⭐ 77

🪁 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.

Satellite Optical Flow with machine learning models

Nowcast_lstm ⭐ 47

LSTM neural networks for nowcasting economic data.

Epinowcast ⭐ 47

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.

Predict_pv_yield ⭐ 33

Using optical flow & machine learning to predict PV yield

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

Pvoutput ⭐ 29

Python code for downloading PV data from PVOutput.org

Rtlive Global ⭐ 26

Globalized version of the Rt-live model.

Weather4cast ⭐ 25

Code accompanying our IARAI Weather4cast Challenge

Nowcasting_dataset ⭐ 22

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

Predict_pv_yield_old ⭐ 20

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

Mf Bavart ⭐ 20

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

Econowcast ⭐ 16

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

TATHU is a Python package for tracking and analyzing the life cycle of convective systems.

Nowcasting Python ⭐ 14

Python Nowcasting

Nowcastdfm ⭐ 12

Dynamic factor models (DFM) in R. Easy estimation and new data contributions to changes in prediction.

Nowcaster ⭐ 12

Repository for a nowcasting by INLA

Tools for downloading and processing numerical weather predictions

Nowcastlstm ⭐ 8

R wrapper for nowcast_lstm Python library. Long short-term memory neural networks for economic nowcasting.

Metoffice_ec2 ⭐ 8

Subset Met Office MOGREPS-UK and UKV on AWS EC2

Signow_ons_turing ⭐ 7

A repository for nowcasting with signature methods

Nowcasting_covid19 ⭐ 6

Bayesian Nowcasting with application to COVID-19 fatalities in Sweden

Uk Pv National Gsp Api ⭐ 5

API for hosting nowcasting solar predictions

Fold Wrappers ⭐ 5

🧱 Wrappers for 3rd party models to be used with fold (https://github.com/dream-faster/fold)

Remotesensing 14 03760 ⭐ 5

⛈️ Code for the paper "End-to-End Prediction of Lightning Events from Geostationary Satellite Images"

Related Searches

Python Nowcasting (15)

Jupyter Notebook Nowcasting (11)

Machine Learning Nowcasting (6)

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Deep Learning Nowcasting (5)

R Nowcasting (5)

Satellite Imagery Nowcasting (4)

Nowcasting Cmdstanr (3)

Macroeconomics Nowcasting (3)

Nowcasting Nowcast (3)

1-31 of 31 search results

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