Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: nowcasting

Repositories

nfidd/nfidd

Course on nowcasting and forecasting of infectious disease dynamcis

Language: HTML - Size: 404 KB - Last synced: 1 day ago - Pushed: 1 day ago - Stars: 2 - Forks: 0

jaychempan/Awesome-LWMs

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

Size: 69.3 KB - Last synced: about 11 hours ago - Pushed: 14 days ago - Stars: 74 - Forks: 9

uba/tathu

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

Language: Python - Size: 8.88 MB - Last synced: 4 days ago - Pushed: about 1 month ago - Stars: 21 - Forks: 7

mauricioalvaradoo/nowcasting

Nowcasting peruvian GDP.

Language: Jupyter Notebook - Size: 3.72 MB - Last synced: 8 days ago - Pushed: 9 days ago - Stars: 1 - Forks: 1

openclimatefix/uk-pv-national-gsp-api

API for hosting nowcasting solar predictions

Language: Python - Size: 778 KB - Last synced: 8 days ago - Pushed: 9 days ago - Stars: 5 - Forks: 8

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: 206 MB - Last synced: 22 days ago - Pushed: 23 days ago - Stars: 51 - Forks: 20

openclimatefix/skillful_nowcasting

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

Language: Python - Size: 177 KB - Last synced: 10 days ago - Pushed: 10 days ago - Stars: 190 - Forks: 56

microprediction/microprediction

If you can measure it, consider it predicted

Language: Jupyter Notebook - Size: 117 MB - Last synced: 13 days ago - Pushed: 14 days ago - Stars: 317 - Forks: 57

tyui592/awesome-precipitation-nowcasting

A list of Precipitation Nowcasting papers and related resources.

Size: 85 KB - Last synced: 17 days ago - Pushed: 17 days ago - Stars: 98 - Forks: 16

holmescao/U-RNN

High-resolution spatiotemporal nowcasting of urban flooding with U-RNN

Language: Python - Size: 15.2 MB - Last synced: 17 days ago - Pushed: 17 days ago - Stars: 1 - Forks: 1

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: 21 days ago - Pushed: 21 days ago - Stars: 10 - Forks: 6

dhopp1/nowcast_lstm

LSTM neural networks for nowcasting economic data.

Language: Python - Size: 10.3 MB - Last synced: 21 days ago - Pushed: 21 days ago - Stars: 50 - Forks: 10

openclimatefix/Satip

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

Language: Jupyter Notebook - Size: 463 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 37 - Forks: 23

openclimatefix/quartz-frontend

Front End repo for the Nowcasting project.

Language: TypeScript - Size: 45.6 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 94 - Forks: 15

pySTEPS/pysteps

Python framework for short-term ensemble prediction systems.

Language: Python - Size: 3.23 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 411 - Forks: 149

openclimatefix/satflow 📦

Satellite Optical Flow with machine learning models

Language: Python - Size: 222 MB - Last synced: 10 days ago - Pushed: 6 months ago - Stars: 58 - Forks: 12

fotioudim/NWC-SAFer

An awesome CLI tool simplifying NetCDF data extraction of NWC-SAF products and transformation to different file formats!

Language: Python - Size: 2.21 MB - Last synced: 25 days ago - Pushed: 4 months ago - Stars: 2 - Forks: 0

viczommers/MIDAS-Nowcast

Time-series nowcasting model for UK household savings

Language: Jupyter Notebook - Size: 823 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 2

🪁 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: about 2 months ago - Pushed: 3 months ago - Stars: 86 - Forks: 5

openclimatefix/metoffice_ec2 📦

Subset Met Office MOGREPS-UK and UKV on AWS EC2

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

openclimatefix/metoffice_aws_lambda 📦

AWS Lambda function for Met Office numerical weather predictions on S3

Language: Python - Size: 15.6 KB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 6 - Forks: 0

datasciencecampus/SigNow_ONS_Turing

A repository for nowcasting with signature methods

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

openclimatefix/predict_pv_yield 📦

Using optical flow & machine learning to predict PV yield

Language: Jupyter Notebook - Size: 40.9 MB - Last synced: 17 days ago - Pushed: over 1 year ago - Stars: 51 - Forks: 11

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

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

Language: Python - Size: 411 KB - Last synced: 29 days ago - Pushed: about 2 years ago - Stars: 14 - Forks: 0

Deltares/CanOpenFEWS

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

Size: 97.9 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 5 - Forks: 1

covid19br/nowcaster

Repository for a nowcasting by INLA

Language: R - Size: 40.9 MB - Last synced: 22 days ago - Pushed: 3 months ago - Stars: 16 - Forks: 5

openclimatefix/satellite_image_processing 📦

Language: Jupyter Notebook - Size: 124 MB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 12 - Forks: 3

relmonta/hyphai

Source code for the paper "Hybrid Physics-AI Architecture for Cloud Cover Nowcasting".

Language: Python - Size: 128 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

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: 4 months ago - Pushed: about 1 year ago - Stars: 19 - Forks: 10

FRBNY-TimeSeriesAnalysis/Nowcasting

Nowcasting

Language: MATLAB - Size: 410 KB - Last synced: 4 months ago - Pushed: over 4 years ago - Stars: 194 - Forks: 68

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: 4 months ago - Pushed: 4 months ago - Stars: 21 - Forks: 13

openclimatefix/pvoutput

Python code for downloading PV data from PVOutput.org

Language: Python - Size: 5.11 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 32 - Forks: 17

openclimatefix/nowcasting_dataset 📦

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

Language: Jupyter Notebook - Size: 411 MB - Last synced: 11 days ago - Pushed: 9 months ago - Stars: 24 - Forks: 6

MajesticKhan/Nowcasting-Python

Python Nowcasting

Language: Python - Size: 523 KB - Last synced: 4 months ago - Pushed: over 3 years ago - Stars: 95 - Forks: 30

uniquezhiyuan/ImagesSequencesPredictions

雷达回波外推，ConvLSTM，训练模型并外推。

Language: Python - Size: 8.15 MB - Last synced: 4 months ago - Pushed: almost 6 years ago - Stars: 79 - Forks: 30

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: about 1 month ago - Pushed: over 2 years ago - Stars: 24 - Forks: 1

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: 4 months ago - Pushed: about 1 year ago - Stars: 7 - Forks: 1

eurostat/econowcast

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

Language: Gnuplot - Size: 116 MB - Last synced: 4 months ago - Pushed: over 3 years ago - Stars: 30 - Forks: 16

iarai/weather4cast

Code accompanying our IARAI Weather4cast Challenge

Language: Jupyter Notebook - Size: 4.36 MB - Last synced: 4 months ago - Pushed: about 2 years ago - Stars: 41 - Forks: 15

meteocool/ios

meteocool iPhone + iPad App in Swift

Language: Swift - Size: 193 MB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 5 - Forks: 1

openclimatefix/nowcasting_utils 📦

Common functionality between SatFlow and predict_pv_yield

Language: HTML - Size: 46.4 MB - Last synced: 28 days ago - Pushed: 6 months ago - Stars: 3 - Forks: 0

openclimatefix/nowcasting_dataloader 📦

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

Language: Jupyter Notebook - Size: 59.5 MB - Last synced: about 1 month ago - Pushed: 8 months ago - Stars: 7 - Forks: 0

meteocool/android

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

Language: Kotlin - Size: 19.2 MB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 15 - Forks: 2

mlim15/nowcasting 📦

Flutter app for short-term rain forecasts with MAPLE nowcasting

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

openclimatefix/nwp

Tools for downloading and processing numerical weather predictions

Language: Python - Size: 233 KB - Last synced: 10 days ago - Pushed: 10 days ago - Stars: 9 - Forks: 3

gionikola/DynamicFactorModeling.jl

Julia package for simulating and estimating multi-level/hierarchical dynamic factor models (HDFMs).

Language: Julia - Size: 625 KB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 4 - Forks: 1

RubenImhoff/CML_Nowcasting

Scripts that are used to pre-process and run the nowcasts with the commercial microwave link and radar QPE in the publication by Imhoff et al. (2020)

Language: Python - Size: 252 MB - Last synced: 4 months ago - Pushed: 8 months ago - Stars: 2 - Forks: 1

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: 4 months ago - Pushed: 10 months ago - Stars: 6 - Forks: 2

EconMaett/WEIext

Extension of the U.S. Weekly Economic Index (WEI)

Language: R - Size: 4.31 MB - Last synced: 4 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

gstephan30/nowcasting_COVID19

Now-casting Japan during the COVID-2019 Pandemic at the beginning of March 2020

Size: 172 KB - Last synced: 4 months ago - Pushed: about 4 years ago - Stars: 2 - Forks: 4

Tommylee1013/Dynamic-Investing

Dynamic Investing strategy with nowcasting

Size: 9.84 MB - Last synced: 4 months ago - Pushed: 8 months ago - Stars: 3 - Forks: 1

ElmerJeanpierreLopez/nowcasting_examples

Jupyter-notebooks of nowcasting precipitation

Language: Jupyter Notebook - Size: 2.5 MB - Last synced: 4 months ago - Pushed: over 4 years ago - Stars: 9 - Forks: 5

DSctadr/Nowcasting-Malaysia-GDP

Nowcasting Malaysia GDP

Language: Jupyter Notebook - Size: 2.31 MB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 3 - Forks: 4

openclimatefix/eumetsat 📦

Tools for downloading and processing satellite images from EUMETSAT

Language: Jupyter Notebook - Size: 1.36 MB - Last synced: 30 days ago - Pushed: over 2 years ago - Stars: 5 - Forks: 1

Related Keywords

nowcasting 74 forecasting 15 machine-learning 10 deep-learning 8 python 7 macroeconomics 5 time-series 5 weather 5 covid-19 5 satellite-imagery 4 weather-forecast 4 nowcast 4 epidemiology 3 nowcasting-models 3 nowcasting-precipitation 3 economics 3 statistics 3 precipitation 3 r 3 meteorology 3 optical-flow 2 pytorch 2 prediction 2 outbreak-analysis 2 rainfall 2 infectious-disease-models 2 models 2 weather-radar 2 timeseries 2 timeseries-analysis 2 jupyter-notebook 2 statsmodels 2 lstm-neural-networks 2 timeseries-forecasting 2 lstm 2 benchmark 2 dfm 2 neural-network 2 neural-networks 2 eumetsat 2 econometrics 2 cmdstanr 2 gdp 2 open-data 2 covid19 1 japan 1 infectious-disease 1 shinydashboard 1 regression 1 sktime 1 forcasting 1 black-litterman 1 radar-graphs 1 tensorflow 1 class-imbalance 1 feature-attribution 1 lightning-prediction 1 short-term-forecasts 1 early-estimates 1 competition 1 dataset 1 temperature 1 transfer-learning 1 video-prediction 1 ios 1 swift 1 android 1 kotlin 1 flutter-apps 1 mcgill 1 weather-app 1 factor-models 1 julia 1 state-space-models 1 commercial-microwave-link 1 classification 1 forecasting-models 1 covid19-model 1 bayesian-inference 1 computational-epidemiology 1 data-science 1 infectious-diseases 1 scenario-analysis 1 uncertainty-quantification 1 divorce 1 eventstudy 1 googletrends 1 tripledifference 1 fastapi 1 jax 1 rain 1 aic 1 kde 1 ks-test 1 mle-estimation 1 computer-vision 1 mask-detection 1 object-detection 1 time-series-analysis 1 weather-data 1