Repositories list

• nwp-consumer

  Public
  Microservice for consuming NWP data.

  hexagonal-architecturepython-packagecontainerization+ 2pyproject-tomlsrc-layout

  Python

  •4•9•12•1•Updated Jan 5, 2025Jan 5, 2025

• metrics

  Public
  Toolkit to automatically collect OCF metrics and store them over time.

  metrics-gatheringgit-scraping

  JavaScript

  •

  MIT License

  •0•3•3•3•Updated Jan 5, 2025Jan 5, 2025

• contributors

  Public
  Meta Repo for aggregating all contributors across Repos for OCF.

  all-contributors

  1•1•0•0•Updated Jan 4, 2025Jan 4, 2025

• analysis-dashboard

  Public
  This is a Streamlit app for the OCF team that reports database statistics

  Python

  •

  MIT License

  •12•4•23•5•Updated Jan 3, 2025Jan 3, 2025

• uk-pv-national-gsp-api

  Public
  API for hosting nowcasting solar predictions

  nowcasting

  Python

  •

  MIT License

  •10•6•21•2•Updated Jan 3, 2025Jan 3, 2025

• sat_pred

  Public
  Python

  •

  MIT License

  •2•0•0•1•Updated Jan 3, 2025Jan 3, 2025

• ocf-infrastructure

  Public
  Infrastructure code for OCF's cloud environments

  infrastructuredevopsterraform

  HCL

  •8•3•13•3•Updated Jan 3, 2025Jan 3, 2025

• ocf-data-sampler

  Public
  A repo for sampling from weather data for renewable energy prediction

  Python

  •

  MIT License

  •8•4•34•5•Updated Jan 3, 2025Jan 3, 2025

• open-source-quartz-solar-forecast

  Public
  Open Source Solar Site Level Forecast

  Jupyter Notebook

  •

  MIT License

  •56•71•23•7•Updated Jan 3, 2025Jan 3, 2025

• neso-solar-consumer

  Public
  Pull and save data solar forecasts from NESO

  Python

  •

  MIT License

  •4•1•4•1•Updated Jan 3, 2025Jan 3, 2025

• skillful_nowcasting

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

  pytorchgannowcasting+ 4pytorch-implementationnowcasting-precipitationpytorch-lightningnowcasting-models

  Python

  •

  MIT License

  •59•224•21•2•Updated Jan 2, 2025Jan 2, 2025

• forecast-data-prep

  Public
  Handles the processing of Numerical Weather Prediction (NWP), satellite, and PV data into the correct format for machine learning tasks. It also handles efficient data transfer to Google Cloud Storage and disk preparation for use in cloud environments.

  Jupyter Notebook

  •1•0•1•0•Updated Jan 2, 2025Jan 2, 2025

• uk-pvnet-app

  Public
  Application for running PVNet in production

  Python

  •

  MIT License

  •5•1•11•1•Updated Jan 2, 2025Jan 2, 2025

• nowcasting_datamodel

  Public
  Datamodel for the nowcasting project

  Python

  •7•6•11•7•Updated Dec 30, 2024Dec 30, 2024

• open-data-pvnet

  Public
  Solar Forecasting using PVNet on Open Data

  Python

  •

  MIT License

  •0•1•12•1•Updated Dec 30, 2024Dec 30, 2024

• india-forecast-app

  Public
  Runs wind and PV forecasts for India and saves to database

  Python

  •

  MIT License

  •4•2•10•2•Updated Dec 28, 2024Dec 28, 2024

• dagster-dags

  Public
  Dags for running jobs on Leonardo

  Python

  •0•2•7•0•Updated Dec 25, 2024Dec 25, 2024

• pvlive-consumer

  Public
  Collect GSP solar generation data from PVLive

  Python

  •

  MIT License

  •4•0•3•2•Updated Dec 23, 2024Dec 23, 2024

• metnet

  Public
  PyTorch Implementation of Google Research's MetNet and MetNet-2

  pytorch

  Python

  •

  MIT License

  •51•248•28•5•Updated Dec 23, 2024Dec 23, 2024

• uk-pv-national-xg

  Public
  National PV forecasting using Gradient Boosted Methods.

  Jupyter Notebook

  •3•4•7•5•Updated Dec 23, 2024Dec 23, 2024

• pvoutput

  Public
  Python code for downloading PV data from PVOutput.org

  python-librarysolarpvoutput+ 2nowcastingpython

  Python

  •

  Apache License 2.0

  •17•34•29•6•Updated Dec 23, 2024Dec 23, 2024

• ocf-ml-metrics

  Public
  Collection of simple baseline models and metrics for standardized evaluation of OCF forecasting models

  metrics

  Python

  •

  MIT License

  •0•4•4•1•Updated Dec 23, 2024Dec 23, 2024

• PVNet

  Public
  PVnet main repo

  Python

  •

  MIT License

  •4•21•33•3•Updated Dec 23, 2024Dec 23, 2024

• ocf_datapipes

  Public
  OCF's DataPipe based dataloader for training and inference

  machine-learningdatasetdeep-learning+ 1pytorch

  Python

  •

  MIT License

  •11•13•34•5•Updated Dec 23, 2024Dec 23, 2024

• ocf-template

  Public template
  Template Repository for OCF Projects

  Python

  •0•4•1•3•Updated Dec 23, 2024Dec 23, 2024

• ocf_blosc2

  Public
  Blosc2 codec used for OCF's Zarr compression

  compression

  Python

  •

  MIT License

  •3•3•1•2•Updated Dec 23, 2024Dec 23, 2024

• Satip

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

  gissatellite-imageryeumetsat+ 2nowcastingpython

  Jupyter Notebook

  •

  MIT License

  •30•40•42•6•Updated Dec 23, 2024Dec 23, 2024

• PVNet-summation

  Public
  This project is used for training a model to sum the GSP predictions of PVNet into a national estimate

  Python

  •

  MIT License

  •0•0•2•1•Updated Dec 23, 2024Dec 23, 2024

• graph_weather

  Public
  PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.07575)

  weatherforecasting-modelsgraph-neural-networks+ 1pytorch

  Python

  •

  MIT License

  •52•211•51•4•Updated Dec 23, 2024Dec 23, 2024

• PVConsumer

  Public
  Consumer PV data from various sources

  Python

  •

  Apache License 2.0

  •1•3•5•1•Updated Dec 23, 2024Dec 23, 2024