Repositories list

• uk-pvnet-app

  Public
  Application for running PVNet in production

  Python

  •

  MIT License

  •16•2•16•4•Updated Mar 6, 2025Mar 6, 2025

• uk-pv-backtest

  Public
  Python

  •0•1•2•1•Updated Mar 6, 2025Mar 6, 2025

• airflow-dags

  Public
  DAGs describing the production workflows used at Open Climate Fix

  Python

  •0•0•0•0•Updated Mar 6, 2025Mar 6, 2025

• dagster-dags

  Public
  Dags for running jobs on Leonardo

  Python

  •0•3•6•0•Updated Mar 6, 2025Mar 6, 2025

• quartz-frontend

  Public
  Front End repo for the Nowcasting project.

  nowcasting

  TypeScript

  •

  MIT License

  •18•103•62•9•Updated Mar 6, 2025Mar 6, 2025

• ocf-infrastructure

  Public
  Infrastructure code for OCF's cloud environments

  infrastructuredevopsterraform

  HCL

  •21•4•16•5•Updated Mar 6, 2025Mar 6, 2025

• uk-pv-national-gsp-api

  Public
  API for hosting nowcasting solar predictions

  nowcasting

  Python

  •

  MIT License

  •16•7•25•3•Updated Mar 6, 2025Mar 6, 2025

• nowcasting_datamodel

  Public
  Datamodel for the nowcasting project

  Python

  •10•7•11•6•Updated Mar 6, 2025Mar 6, 2025

• metrics

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

  metrics-gatheringgit-scraping

  JavaScript

  •

  MIT License

  •3•3•3•6•Updated Mar 6, 2025Mar 6, 2025

• ocf-data-sampler

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

  Python

  •

  MIT License

  •20•8•34•9•Updated Mar 5, 2025Mar 5, 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

  •61•224•56•7•Updated Mar 5, 2025Mar 5, 2025

• open-source-quartz-solar-forecast

  Public
  Open Source Solar Site Level Forecast

  Jupyter Notebook

  •

  MIT License

  •69•77•23•8•Updated Mar 5, 2025Mar 5, 2025

• satellite-consumer

  Public
  Consumer for Satellite data

  Python

  •2•1•2•2•Updated Mar 5, 2025Mar 5, 2025

• PVNet

  Public
  PVnet main repo

  Python

  •

  MIT License

  •14•24•35•8•Updated Mar 4, 2025Mar 4, 2025

• analysis-dashboard

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

  Python

  •

  MIT License

  •13•5•14•7•Updated Mar 4, 2025Mar 4, 2025

• uk-pv-national-xg

  Public
  National PV forecasting using Gradient Boosted Methods.

  Jupyter Notebook

  •4•4•7•6•Updated Mar 3, 2025Mar 3, 2025

• pvlive-consumer

  Public
  Collect GSP solar generation data from PVLive

  Python

  •

  MIT License

  •4•0•3•2•Updated Mar 3, 2025Mar 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•233•22•2•Updated Mar 3, 2025Mar 3, 2025

• ocf_datapipes

  Public
  OCF's DataPipe based dataloader for training and inference

  machine-learningdatasetdeep-learning+ 1pytorch

  Python

  •

  MIT License

  •12•14•32•5•Updated Mar 3, 2025Mar 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 Mar 3, 2025Mar 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 Mar 3, 2025Mar 3, 2025

• diffusion_weather

  Public
  Testing out Diffusion-based models for weather and PV forecasting

  deep-learning

  Dockerfile

  •

  MIT License

  •2•13•6•2•Updated Mar 3, 2025Mar 3, 2025

• metnet

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

  pytorch

  Python

  •

  MIT License

  •54•256•28•5•Updated Mar 3, 2025Mar 3, 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•1•1•Updated Mar 3, 2025Mar 3, 2025

• Satip

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

  gissatellite-imageryeumetsat+ 2nowcastingpython

  Jupyter Notebook

  •

  MIT License

  •31•41•43•7•Updated Mar 3, 2025Mar 3, 2025

• climatehackai

  Public
  Unified Repo for the models from the 2022 Climate Hack AI competition

  deep-learningpytorch

  Python

  •1•10•0•1•Updated Mar 3, 2025Mar 3, 2025

• PVConsumer

  Public
  Consumer PV data from various sources

  Python

  •

  Apache License 2.0

  •1•3•5•1•Updated Mar 3, 2025Mar 3, 2025

• global-solar-dataset

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

  MIT License

  •5•6•3•0•Updated Mar 3, 2025Mar 3, 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•1•2•0•Updated Mar 3, 2025Mar 3, 2025

• open-data-pvnet

  Public
  Solar Forecasting using PVNet on Open Data

  Python

  •

  MIT License

  •12•18•15•2•Updated Mar 3, 2025Mar 3, 2025