Repositories list

• ocf-data-sampler

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

  Python

  •

  MIT License

  •12•5•28•7•Updated Jan 20, 2025Jan 20, 2025

• quartz-frontend

  Public
  Front End repo for the Nowcasting project.

  nowcasting

  TypeScript

  •

  MIT License

  •18•102•61•9•Updated Jan 20, 2025Jan 20, 2025

• dagster-dags

  Public
  Dags for running jobs on Leonardo

  Python

  •0•2•6•0•Updated Jan 20, 2025Jan 20, 2025

• 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

  •54•212•53•5•Updated Jan 20, 2025Jan 20, 2025

• pvoutput

  Public
  Python code for downloading PV data from PVOutput.org

  python-librarysolarpvoutput+ 2nowcastingpython

  Python

  •

  Apache License 2.0

  •17•34•29•6•Updated Jan 20, 2025Jan 20, 2025

• uk-pv-national-xg

  Public
  National PV forecasting using Gradient Boosted Methods.

  Jupyter Notebook

  •3•4•7•5•Updated Jan 20, 2025Jan 20, 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 20, 2025Jan 20, 2025

• pvlive-consumer

  Public
  Collect GSP solar generation data from PVLive

  Python

  •

  MIT License

  •4•0•3•2•Updated Jan 20, 2025Jan 20, 2025

• 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 Jan 20, 2025Jan 20, 2025

• metnet

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

  pytorch

  Python

  •

  MIT License

  •51•250•28•5•Updated Jan 20, 2025Jan 20, 2025

• 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 Jan 20, 2025Jan 20, 2025

• ocf-template

  Public template
  Template Repository for OCF Projects

  Python

  •0•4•1•3•Updated Jan 20, 2025Jan 20, 2025

• ocf_datapipes

  Public
  OCF's DataPipe based dataloader for training and inference

  machine-learningdatasetdeep-learning+ 1pytorch

  Python

  •

  MIT License

  •12•13•33•4•Updated Jan 20, 2025Jan 20, 2025

• 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 Jan 20, 2025Jan 20, 2025

• ocf_blosc2

  Public
  Blosc2 codec used for OCF's Zarr compression

  compression

  Python

  •

  MIT License

  •3•3•1•2•Updated Jan 20, 2025Jan 20, 2025

• PVNet

  Public
  PVnet main repo

  Python

  •

  MIT License

  •5•21•33•3•Updated Jan 20, 2025Jan 20, 2025

• nowcasting_datamodel

  Public
  Datamodel for the nowcasting project

  Python

  •8•6•11•7•Updated Jan 20, 2025Jan 20, 2025

• PVConsumer

  Public
  Consumer PV data from various sources

  Python

  •

  Apache License 2.0

  •1•3•5•1•Updated Jan 20, 2025Jan 20, 2025

• global-solar-dataset

  Public
  A Central Hub for National-Scale Photovoltaic (PV) Datasets from Around the World 🌍

  0•2•0•0•Updated Jan 20, 2025Jan 20, 2025

• metrics

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

  metrics-gatheringgit-scraping

  JavaScript

  •

  MIT License

  •1•3•3•4•Updated Jan 20, 2025Jan 20, 2025

• open-data-pvnet

  Public
  Solar Forecasting using PVNet on Open Data

  Python

  •

  MIT License

  •4•5•16•1•Updated Jan 19, 2025Jan 19, 2025

• nwp-consumer

  Public
  Microservice for consuming NWP data.

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

  Python

  •5•9•15•0•Updated Jan 17, 2025Jan 17, 2025

• analysis-dashboard

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

  Python

  •

  MIT License

  •13•4•15•6•Updated Jan 17, 2025Jan 17, 2025

• neso-solar-consumer

  Public
  Pull and save data solar forecasts from NESO

  Python

  •

  MIT License

  •7•1•3•2•Updated Jan 16, 2025Jan 16, 2025

• uk-pvnet-app

  Public
  Application for running PVNet in production

  Python

  •

  MIT License

  •8•1•10•2•Updated Jan 16, 2025Jan 16, 2025

• contributors

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

  all-contributors

  1•1•0•0•Updated Jan 16, 2025Jan 16, 2025

• uk-pv-forecast-blend

  Public
  Service to blend forecast together

  Python

  •0•0•0•0•Updated Jan 15, 2025Jan 15, 2025

• ocf-infrastructure

  Public
  Infrastructure code for OCF's cloud environments

  infrastructuredevopsterraform

  HCL

  •9•3•17•3•Updated Jan 15, 2025Jan 15, 2025

• india-forecast-app

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

  Python

  •

  MIT License

  •5•2•10•1•Updated Jan 15, 2025Jan 15, 2025

• uk-pv-national-gsp-api

  Public
  API for hosting nowcasting solar predictions

  nowcasting

  Python

  •

  MIT License

  •12•6•24•3•Updated Jan 14, 2025Jan 14, 2025