Open Climate Fix

Open Climate Fix's repositories

metnet

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

Language:PythonMIT233 7 32

skillful_nowcasting

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

Language:PythonMIT204 5 39

graph_weather

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

Language:PythonMIT181 7 73

Open-Source-Quartz-Solar-Forecast

Open Source Solar Site Level Forecast

Language:Jupyter NotebookMIT46 7 65

Satip

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

Language:Jupyter NotebookMIT41 2 123

pvoutput

Python code for downloading PV data from PVOutput.org

Language:PythonApache-2.033 5 67

PVNet

PVnet main repo

Language:PythonMIT15 3 87

ocf_datapipes

OCF's DataPipe based dataloader for training and inference

Language:PythonMIT13 3 108

nwp

Tools for downloading and processing numerical weather predictions

Language:PythonMIT9 3 21

pv-site-prediction

ML experiments and models for pv site forecasting

Language:Python9 5 33

nowcasting_datamodel

Datamodel for the nowcasting project

Language:Python6 1 67

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 2 33

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 1 124

ocf_blosc2

Blosc2 codec used for OCF's Zarr compression

Language:PythonMIT2 2 1

PVConsumer

Consumer PV data from various sources

Language:PythonApache-2.02 1 23

contributors

Meta Repo for aggregating all contributors across Repos for OCF.

1 3 1

dagster-dags

Dags for running jobs on Leonardo

Language:Python1 3 33

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 1 22

pseudo-labeller

Pseudo Labeller for generating training labels for other PV generation forecasting

Language:PythonMIT1 2 9

pv-site-production

Production service for PV site level forecasts

Language:PythonMIT1 3 25

pvnet_app

Application for running PVNet in production

Language:PythonMIT1 3 12

pyElexon

Python package wrapper around Elexon api

Language:Python100

uk-analysis-dashboard

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

Language:PythonMIT1 4 65

GSPConsumer

Collect GSP solar generation data from PVLive

Language:Python01 31

nowcasting-metrics

Repo to automatically run metrics on the nowcasting forecast

Language:Python02 12

PVNet-summation

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

Language:PythonMIT03 1