nowcasting | Topic | Ecosyste.ms: Repos

Topic: "nowcasting"

pySTEPS/pysteps

Python framework for short-term ensemble prediction systems.

Language: Python - Size: 3.5 MB - Last synced at: 7 days ago - Pushed at: 8 days ago - Stars: 499 - Forks: 173

microprediction/microprediction

If you can measure it, consider it predicted

Language: Jupyter Notebook - Size: 119 MB - Last synced at: 9 days ago - Pushed at: 3 months ago - Stars: 349 - Forks: 61

jaychempan/Awesome-LWMs

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

Size: 168 KB - Last synced at: 6 days ago - Pushed at: 23 days ago - Stars: 256 - Forks: 30

openclimatefix/skillful_nowcasting

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

Language: Python - Size: 218 KB - Last synced at: 1 day ago - Pushed at: 4 days ago - Stars: 247 - Forks: 61

FRBNY-TimeSeriesAnalysis/Nowcasting

Nowcasting

Language: MATLAB - Size: 410 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 194 - Forks: 68

tyui592/awesome-precipitation-nowcasting

A list of Precipitation Nowcasting papers and related resources.

Size: 99.6 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 131 - Forks: 22

MajesticKhan/Nowcasting-Python

Python Nowcasting

Language: Python - Size: 523 KB - Last synced at: 6 months ago - Pushed at: over 4 years ago - Stars: 119 - Forks: 36

openclimatefix/quartz-frontend

Front End repo for the Nowcasting project.

Language: TypeScript - Size: 50.4 MB - Last synced at: 7 days ago - Pushed at: 15 days ago - Stars: 103 - Forks: 25

🪁 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.

Language: Python - Size: 7 MB - Last synced at: 10 months ago - Pushed at: about 1 year ago - Stars: 90 - Forks: 5

uniquezhiyuan/ImagesSequencesPredictions

雷达回波外推，ConvLSTM，训练模型并外推。

Language: Python - Size: 8.15 MB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 79 - Forks: 30

dhopp1/nowcast_lstm

LSTM neural networks for nowcasting economic data.

Language: Python - Size: 10.3 MB - Last synced at: 24 days ago - Pushed at: about 1 year ago - Stars: 64 - Forks: 9

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.

Language: R - Size: 294 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 61 - Forks: 21

openclimatefix/satflow 📦

Satellite Optical Flow with machine learning models

Language: Python - Size: 222 MB - Last synced at: 18 days ago - Pushed at: over 1 year ago - Stars: 61 - Forks: 10

openclimatefix/predict_pv_yield 📦

Using optical flow & machine learning to predict PV yield

Language: Jupyter Notebook - Size: 40.9 MB - Last synced at: 9 months ago - Pushed at: over 2 years ago - Stars: 51 - Forks: 11

openclimatefix/Satip

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

Language: Jupyter Notebook - Size: 467 MB - Last synced at: 5 days ago - Pushed at: 11 days ago - Stars: 44 - Forks: 35

iarai/weather4cast

Code accompanying our IARAI Weather4cast Challenge

Language: Jupyter Notebook - Size: 4.36 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 41 - Forks: 15

holmescao/U-RNN

(Journal of Hydrology 2025) U-RNN High-resolution spatiotemporal nowcasting of urban flooding

Language: Python - Size: 16.1 MB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 39 - Forks: 8

openclimatefix/pvoutput

Python code for downloading PV data from PVOutput.org

Language: Python - Size: 5.1 MB - Last synced at: 5 days ago - Pushed at: 11 days ago - Stars: 34 - Forks: 17

rtcovidlive/rtlive-global

Globalized version of the Rt-live model.

Language: Jupyter Notebook - Size: 15.9 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 31 - Forks: 13

uba/tathu

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

Language: Jupyter Notebook - Size: 17.6 MB - Last synced at: 6 days ago - Pushed at: 3 months ago - Stars: 30 - Forks: 13

mpfarrho/mf-bavart

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

Language: R - Size: 1.83 MB - Last synced at: 7 months ago - Pushed at: 8 months ago - Stars: 30 - Forks: 16

eurostat/econowcast

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

Language: Gnuplot - Size: 116 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 30 - Forks: 16

dhopp1/nowcastDFM

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

Language: R - Size: 86.9 KB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 28 - Forks: 10

openclimatefix/nowcasting_dataset 📦

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

Language: Jupyter Notebook - Size: 411 MB - Last synced at: 9 months ago - Pushed at: over 1 year ago - Stars: 24 - Forks: 6

openclimatefix/solar-power-mapping-data Fork of danstowell/solar-panel-detection

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

Language: Python - Size: 87.2 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 24 - Forks: 1

openclimatefix/predict_pv_yield_OLD 📦

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

Language: Jupyter Notebook - Size: 35.8 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 22 - Forks: 7

datasciencecampus/SigNow_ONS_Turing

A repository for nowcasting with signature methods

Language: Jupyter Notebook - Size: 461 KB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 21 - Forks: 3

covid19br/nowcaster

Repository to the R package nowcaster, nowcasting with INLA

Language: R - Size: 46.1 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 19 - Forks: 5

nfidd/nfidd

Course on nowcasting and forecasting of infectious disease dynamcis

Language: R - Size: 20.5 MB - Last synced at: 30 days ago - Pushed at: 30 days ago - Stars: 16 - Forks: 4

meteocool/android

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

Language: Kotlin - Size: 18 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 15 - Forks: 2

openclimatefix/perceiver-pytorch Fork of lucidrains/perceiver-pytorch

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

Language: Python - Size: 198 KB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 14 - Forks: 0

Deltares/CanOpenFEWS

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

Size: 133 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 13 - Forks: 5

dhopp1/nowcastLSTM

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

Language: R - Size: 8.61 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 13 - Forks: 8

openclimatefix/satellite_image_processing 📦

Language: Jupyter Notebook - Size: 124 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 12 - Forks: 3

fortracc/pyfortracc

pyFortraCC is a Python library for tracking and forecasting clusters.

Language: Python - Size: 7.35 MB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 10 - Forks: 6

openclimatefix/nwp 📦

Tools for downloading and processing numerical weather predictions

Language: Python - Size: 228 KB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 10 - Forks: 3

openclimatefix/metoffice_ec2 📦

Subset Met Office MOGREPS-UK and UKV on AWS EC2

Language: Python - Size: 35.7 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 10 - Forks: 2

ElmerJeanpierreLopez/nowcasting_examples

Jupyter-notebooks of nowcasting precipitation

Language: Jupyter Notebook - Size: 2.5 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 9 - Forks: 5

openclimatefix/uk-pv-national-gsp-api

API for hosting nowcasting solar predictions

Language: Python - Size: 1020 KB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 8 - Forks: 21

openclimatefix/nowcasting_dataloader 📦

PyTorch Dataloader for working with multi-modal data for nowcasting applications

Language: Jupyter Notebook - Size: 59.5 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 0

sbrodehl/remotesensing-14-03760

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

Language: Python - Size: 104 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 1

pmichaillat/michez-rule

Code and data for the paper "Has the Recession Started?"

Language: MATLAB - Size: 164 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 6 - Forks: 4

Stellenbosch-Econometrics/SA-Nowcast

Automated DFM Nowcasting Model and Platform for South Africa (Active Repo at coderaanalytics-models/SA-Nowcast)

Language: Python - Size: 22.2 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 2

dream-faster/fold-wrappers 📦

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

Language: Python - Size: 103 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 6 - Forks: 2

fannybergstrom/nowcasting_covid19

Bayesian Nowcasting with application to COVID-19 fatalities in Sweden

Language: R - Size: 1.24 GB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 6 - Forks: 1

openclimatefix/metoffice_aws_lambda 📦

AWS Lambda function for Met Office numerical weather predictions on S3

Language: Python - Size: 15.6 KB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 0

mlim15/nowcasting 📦

Flutter app for short-term rain forecasts with MAPLE nowcasting

Language: Dart - Size: 42 MB - Last synced at: 4 months ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 1

meteocool/ios

meteocool iPhone + iPad App in Swift

Language: Swift - Size: 193 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 1

openclimatefix/eumetsat 📦

Tools for downloading and processing satellite images from EUMETSAT

Language: Jupyter Notebook - Size: 1.36 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 1