Open Climate Fix

Using open science to mitigate climate change

London

Pinned Repositories

graph_weather
PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.07575)
Language:Jupyter Notebook178 7 7144
metnet
PyTorch Implementation of Google Research's MetNet and MetNet-2
Language:Python227 7 2946
ocf-meta-repo
Meta-repo for the Nowcasting project.
8 1 00
Open-Source-Quartz-Solar-Forecast
Open Source Solar Site Level Forecast
Language:Jupyter Notebook41 8 4839
predict_pv_yield
Using optical flow & machine learning to predict PV yield
Language:Jupyter Notebook51 5 7711
pvoutput
Python code for downloading PV data from PVOutput.org
Language:Python32 5 6717
quartz-frontend
Front End repo for the Nowcasting project.
Language:TypeScript97 1 30716
satflow
Satellite Optical Flow with machine learning models
Language:Python58 5 6112
Satip
Satip contains the code necessary for retrieving, transforming and storing EUMETSAT data
Language:Jupyter Notebook41 2 11729
skillful_nowcasting
Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
Language:Python196 5 3856

Open Climate Fix's Repositories

openclimatefix/metnet
PyTorch Implementation of Google Research's MetNet and MetNet-2
Language:Python227 7 2946
openclimatefix/skillful_nowcasting
Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
Language:Python196 5 3856
openclimatefix/graph_weather
PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.07575)
Language:Jupyter Notebook178 7 7144
openclimatefix/Open-Source-Quartz-Solar-Forecast
Open Source Solar Site Level Forecast
Language:Jupyter Notebook41 8 4839
openclimatefix/Satip
Satip contains the code necessary for retrieving, transforming and storing EUMETSAT data
Language:Jupyter Notebook41 2 11729
openclimatefix/pvoutput
Python code for downloading PV data from PVOutput.org
Language:Python32 5 6717
openclimatefix/PVNet
PVnet main repo
Language:Python13 3 323
openclimatefix/ocf_datapipes
OCF's DataPipe based dataloader for training and inference
Language:Python12 3 10810
openclimatefix/nwp
Tools for downloading and processing numerical weather predictions
Language:Python9 3 213
openclimatefix/pv-site-prediction
ML experiments and models for pv site forecasting
Language:Python8 6 281
openclimatefix/nowcasting_datamodel
Datamodel for the nowcasting project
Language:Python6 1 656
openclimatefix/ocf-ml-metrics
Collection of simple baseline models and metrics for standardized evaluation of OCF forecasting models
Language:Python4 3 50
openclimatefix/ocf_template
Template Repository for OCF Projects
Language:Python4 2 0
openclimatefix/uk-pv-national-xg
National PV forecasting using Gradient Boosted Methods.
Language:Jupyter Notebook4 3 323
openclimatefix/metrics
Toolkit to automatically collect OCF metrics and store them over time.
Language:JavaScript3 2 1
openclimatefix/ocf-infrastructure
Infrastructure code for OCF's cloud environments
Language:HCL3 1 1237
openclimatefix/ocf_blosc2
Blosc2 codec used for OCF's Zarr compression
Language:Python2 2 1
openclimatefix/PVConsumer
Consumer PV data from various sources
Language:Python2 1 231
openclimatefix/contributors
Meta Repo for aggregating all contributors across Repos for OCF.
1 3 11
openclimatefix/dagster-dags
Dags for running jobs on Leonardo
Language:Python1 3 17
openclimatefix/india-api
API India solar and wind data
Language:Python1 2 110
openclimatefix/india-forecast-app
Runs wind and PV forecasts for India and saves to database
Language:Python1 3 14
openclimatefix/pseudo-labeller
Pseudo Labeller for generating training labels for other PV generation forecasting
Language:Python1 3 91
openclimatefix/pv-site-datamodel
Datamodel for PV sites
Language:Python1 4 525
openclimatefix/pv-site-production
Production service for PV site level forecasts
Language:Python1 3 253
openclimatefix/pvnet_app
Application for running PVNet in production
Language:Python1 3 122
openclimatefix/pyElexon
Python package wrapper around Elexon api
Language:Python11
openclimatefix/uk-analysis-dashboard
This is a Streamlit app for the OCF team that reports database statistics
Language:Python1 4 503
openclimatefix/GSPConsumer
Collect GSP solar generation data from PVLive
Language:Python2 311
openclimatefix/PVNet-summation
This project is used for training a model to sum the GSP predictions of PVNet into a national estimate
Language:Python3 1