Open Climate Fix

Open Climate Fix's repositories

metnet

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

Language:PythonMIT220 7 29

skillful_nowcasting

Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954

Language:PythonMIT191 5 38

graph_weather

PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.07575)

Language:PythonMIT175 6 67

quartz-frontend

Front End repo for the Nowcasting project.

Language:TypeScriptMIT94 1 307

Satip

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

Language:Jupyter NotebookMIT38 2 116

pvoutput

Python code for downloading PV data from PVOutput.org

Language:PythonApache-2.032 6 67

PVNet

PVnet main repo

Language:PythonMIT12 3 32

ocf_datapipes

OCF's DataPipe based dataloader for training and inference

Language:PythonMIT11 4 99

nwp

Tools for downloading and processing numerical weather predictions

Language:PythonMIT9 3 21

nwp-consumer

Microservice for consuming NWP data.

Language:Python8 3 33

pv-site-prediction

ML experiments and models for pv site forecasting

Language:Python8 6 28

nowcasting_datamodel

Datamodel for the nowcasting project

Language:Python6 1 65

pv-site-api

Site specific API for PV forecasting

Language:Python5 3 67

uk-pv-national-gsp-api

API for hosting nowcasting solar predictions

Language:PythonMIT5 3 118

ocf-ml-metrics

Collection of simple baseline models and metrics for standardized evaluation of OCF forecasting models

Language:PythonMIT4 3 5

ocf_template

Template Repository for OCF Projects

Language:PythonMIT4 20

uk-pv-national-xg

National PV forecasting using Gradient Boosted Methods.

Language:Jupyter Notebook4 3 32

metrics

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

Language:JavaScriptMIT3 2 1

ocf-infrastructure

Infrastructure code for OCF's cloud environments

Language:HCL3 2 118

ocf_blosc2

Blosc2 codec used for OCF's Zarr compression

Language:PythonMIT2 3 1

PVConsumer

Consumer PV data from various sources

Language:PythonApache-2.02 1 23

.github

Various Community Health Files

1 5 19

contributors

Meta Repo for aggregating all contributors across Repos for OCF.

1 3 1

india-api

API India solar and wind data

Language:Python1 2 1

india-forecast-app

Runs wind and PV forecasts for India and saves to database

Language:PythonMIT1 3 1

pseudo-labeller

Pseudo Labeller for generating training labels for other PV generation forecasting

Language:PythonMIT1 3 9

pv-site-datamodel

Datamodel for PV sites

Language:PythonMIT1 5 52

uk-analysis-dashboard

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

Language:PythonMIT1 4 50

GSPConsumer

Collect GSP solar generation data from PVLive

Language:Python02 31

PVNet-summation

This project is used for training a model to sum the GSP predictions of PVNet into a national estimate

Language:PythonMIT03 1