nowcasting

microprediction/microprediction

If you can measure it, consider it predicted

openclimatefix/skillful_nowcasting

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

FRBNY-TimeSeriesAnalysis/Nowcasting

Nowcasting

jaychempan/Awesome-LWMs

🌍 A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)

tyui592/awesome-precipitation-nowcasting

A list of Precipitation Nowcasting papers and related resources.

MajesticKhan/Nowcasting-Python

Python Nowcasting

openclimatefix/quartz-frontend

Front End repo for the Nowcasting project.

dream-faster/fold

🪁 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.

uniquezhiyuan/ImagesSequencesPredictions

雷达回波外推，ConvLSTM，训练模型并外推。

dhopp1/nowcast_lstm

LSTM neural networks for nowcasting economic data.

openclimatefix/satflow

Satellite Optical Flow with machine learning models

epinowcast/epinowcast

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.

openclimatefix/predict_pv_yield

Using optical flow & machine learning to predict PV yield

iarai/weather4cast

Code accompanying our IARAI Weather4cast Challenge

openclimatefix/Satip

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

openclimatefix/pvoutput

Python code for downloading PV data from PVOutput.org

rtcovidlive/rtlive-global

Globalized version of the Rt-live model.

eurostat/econowcast

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

mpfarrho/mf-bavart

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

dhopp1/nowcastDFM

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

openclimatefix/solar-power-mapping-data

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

uba/tathu

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

openclimatefix/nowcasting_dataset

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

datasciencecampus/SigNow_ONS_Turing

A repository for nowcasting with signature methods

openclimatefix/predict_pv_yield_OLD

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

covid19br/nowcaster

Repository to the R package nowcaster, nowcasting with INLA

meteocool/android

meteocool Android App 2.0+ 🌦. Available on Google Play and f-droid!

nfidd/nfidd

Course on nowcasting and forecasting of infectious disease dynamcis

openclimatefix/perceiver-pytorch

Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch

dhopp1/nowcastLSTM

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

openclimatefix/satellite_image_processing

ElmerJeanpierreLopez/nowcasting_examples

Jupyter-notebooks of nowcasting precipitation

openclimatefix/metoffice_ec2

Subset Met Office MOGREPS-UK and UKV on AWS EC2

Deltares/CanOpenFEWS

Open and shareable configuration for an operational hydrological forecasting system with Delft-FEWS

openclimatefix/nwp

Tools for downloading and processing numerical weather predictions