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:Python197 8 7551
metnet
PyTorch Implementation of Google Research's MetNet and MetNet-2
Language:Python242 7 3450
open-source-quartz-solar-forecast
Open Source Solar Site Level Forecast
Language:Jupyter Notebook69 6 7855
predict_pv_yield
Using optical flow & machine learning to predict PV yield
Language:Jupyter Notebook52 5 7711
PVNet
PVnet main repo
Language:Python21 3 1085
pvoutput
Python code for downloading PV data from PVOutput.org
Language:Python34 5 6717
quartz-frontend
Front End repo for the Nowcasting project.
Language:TypeScript103 1 31716
satflow
Satellite Optical Flow with machine learning models
Language:Python61 5 6110
Satip
Satip contains the code necessary for retrieving, transforming and storing EUMETSAT data
Language:Jupyter Notebook41 2 12929
skillful_nowcasting
Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
Language:Python221 5 4059

Open Climate Fix's Repositories

openclimatefix/metnet
PyTorch Implementation of Google Research's MetNet and MetNet-2
Language:Python242 7 3450
openclimatefix/skillful_nowcasting
Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
Language:Python221 5 4059
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:Python197 8 7551
openclimatefix/quartz-frontend
Front End repo for the Nowcasting project.
Language:TypeScript103 1 31716
openclimatefix/open-source-quartz-solar-forecast
Open Source Solar Site Level Forecast
Language:Jupyter Notebook69 6 7855
openclimatefix/Satip
Satip contains the code necessary for retrieving, transforming and storing EUMETSAT data
Language:Jupyter Notebook41 2 12929
openclimatefix/pvoutput
Python code for downloading PV data from PVOutput.org
Language:Python34 5 6717
openclimatefix/PVNet
PVnet main repo
Language:Python21 3 1085
openclimatefix/ocf_datapipes
OCF's DataPipe based dataloader for training and inference
Language:Python13 3 12111
openclimatefix/climatehackai
Unified Repo for the models from the 2022 Climate Hack AI competition
Language:Python9 1 0
openclimatefix/nwp-consumer
Microservice for consuming NWP data.
Language:Python9 4 603
openclimatefix/nowcasting_datamodel
Datamodel for the nowcasting project
Language:Python6 1 686
openclimatefix/ocf-data-sampler
A repo for sampling from weather data for renewable energy prediction
Language:Python44
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 1
openclimatefix/uk-pv-national-xg
National PV forecasting using Gradient Boosted Methods.
Language:Jupyter Notebook4 2 333
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 2 1437
openclimatefix/ocf_blosc2
Blosc2 codec used for OCF's Zarr compression
Language:Python3 2 43
openclimatefix/PVConsumer
Consumer PV data from various sources
Language:Python3 1 241
openclimatefix/analysis-dashboard
This is a Streamlit app for the OCF team that reports database statistics
Language:Python2 5 865
openclimatefix/india-api
API India solar and wind data
Language:Python2 2 3612
openclimatefix/india-forecast-app
Runs wind and PV forecasts for India and saves to database
Language:Python2 1 324
openclimatefix/pv-site-datamodel
Datamodel for PV sites
Language:Python2 3 639
openclimatefix/.github
Various Community Health Files
1 3 324
openclimatefix/contributors
Meta Repo for aggregating all contributors across Repos for OCF.
1 3 11
openclimatefix/pv-site-production
Production service for PV site level forecasts
Language:Python1 3 312
openclimatefix/GSPConsumer
Collect GSP solar generation data from PVLive
Language:Python1 332
openclimatefix/PVNet-summation
This project is used for training a model to sum the GSP predictions of PVNet into a national estimate
Language:Python2 5
openclimatefix/quartz-status
Status API for Quartz ecosystem
Language:TypeScript