Repositories list

• metrics

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

  metrics-gatheringgit-scraping

  JavaScript

  •

  MIT License

  •2•3•3•5•Updated Feb 8, 2025Feb 8, 2025

• contributors

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

  all-contributors

  1•1•0•0•Updated Feb 8, 2025Feb 8, 2025

• open-data-pvnet

  Public
  Solar Forecasting using PVNet on Open Data

  Python

  •

  MIT License

  •7•10•15•3•Updated Feb 8, 2025Feb 8, 2025

• ocf-data-sampler

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

  Python

  •

  MIT License

  •15•5•26•5•Updated Feb 7, 2025Feb 7, 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•2•0•Updated Feb 7, 2025Feb 7, 2025

• PVNet

  Public
  PVnet main repo

  Python

  •

  MIT License

  •8•22•36•4•Updated Feb 7, 2025Feb 7, 2025

• pv-site-production

  Public
  Production service for PV site level forecasts

  Python

  •

  MIT License

  •3•1•8•0•Updated Feb 7, 2025Feb 7, 2025

• ocf-infrastructure

  Public
  Infrastructure code for OCF's cloud environments

  infrastructuredevopsterraform

  HCL

  •13•4•17•2•Updated Feb 7, 2025Feb 7, 2025

• ocf-template

  Public template
  Template Repository for OCF Projects

  Python

  •0•4•1•3•Updated Feb 7, 2025Feb 7, 2025

• neso-solar-consumer

  Public
  Pull and save data solar forecasts from NESO

  Python

  •

  MIT License

  •11•2•5•0•Updated Feb 7, 2025Feb 7, 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 Feb 7, 2025Feb 7, 2025

• uk-pv-national-gsp-api

  Public
  API for hosting nowcasting solar predictions

  nowcasting

  Python

  •

  MIT License

  •14•6•23•4•Updated Feb 7, 2025Feb 7, 2025

• .github

  Public
  Various Community Health Files

  5•1•15•2•Updated Feb 7, 2025Feb 7, 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

  •58•213•55•8•Updated Feb 6, 2025Feb 6, 2025

• analysis-dashboard

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

  Python

  •

  MIT License

  •14•4•13•8•Updated Feb 6, 2025Feb 6, 2025

• uk-pvnet-app

  Public
  Application for running PVNet in production

  Python

  •

  MIT License

  •10•1•13•2•Updated Feb 6, 2025Feb 6, 2025

• cloudcasting-app

  Public
  Python

  •1•1•4•0•Updated Feb 5, 2025Feb 5, 2025

• nwp-consumer

  Public
  Microservice for consuming NWP data.

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

  Python

  •7•10•16•1•Updated Feb 5, 2025Feb 5, 2025

• global-solar-dataset

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

  2•4•4•0•Updated Feb 5, 2025Feb 5, 2025

• india-api

  Public
  API India solar and wind data

  Python

  •20•4•6•2•Updated Feb 5, 2025Feb 5, 2025

• open-source-quartz-solar-forecast

  Public
  Open Source Solar Site Level Forecast

  Jupyter Notebook

  •

  MIT License

  •62•76•22•6•Updated Feb 4, 2025Feb 4, 2025

• ocf_datapipes

  Public
  OCF's DataPipe based dataloader for training and inference

  machine-learningdatasetdeep-learning+ 1pytorch

  Python

  •

  MIT License

  •12•13•33•5•Updated Feb 3, 2025Feb 3, 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 Feb 3, 2025Feb 3, 2025

• uk-pv-national-xg

  Public
  National PV forecasting using Gradient Boosted Methods.

  Jupyter Notebook

  •3•4•7•5•Updated Feb 3, 2025Feb 3, 2025

• pvlive-consumer

  Public
  Collect GSP solar generation data from PVLive

  Python

  •

  MIT License

  •4•0•3•2•Updated Feb 3, 2025Feb 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

  •60•225•21•2•Updated Feb 3, 2025Feb 3, 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 Feb 3, 2025Feb 3, 2025

• metnet

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

  pytorch

  Python

  •

  MIT License

  •53•252•28•5•Updated Feb 3, 2025Feb 3, 2025

• ocf_blosc2

  Public
  Blosc2 codec used for OCF's Zarr compression

  compression

  Python

  •

  MIT License

  •3•3•1•1•Updated Feb 3, 2025Feb 3, 2025

• nowcasting_datamodel

  Public
  Datamodel for the nowcasting project

  Python

  •10•6•12•8•Updated Feb 3, 2025Feb 3, 2025