Open Climate Fix

Open Climate Fix's repositories

metnet

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

Language:PythonMIT227 7 29

skillful_nowcasting

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

Language:PythonMIT196 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:Jupyter NotebookMIT178 7 72

nowcasting

Front End repo for the Nowcasting project.

Language:TypeScriptMIT94 1 271

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-2.032 5 67

nowcasting_dataset

Prepare batches of data for training machine learning solar electricity nowcasting data

Language:Jupyter NotebookMIT24 3 407

PVNet

PVnet main repo

Language:PythonMIT13 3 32

ocf_datapipes

OCF's DataPipe based dataloader for training and inference

Language:PythonMIT12 3 108

nwp

Tools for downloading and processing numerical weather predictions

Language:PythonMIT9 3 21

nwp-consumer

Microservice for consuming NWP data.

Language:Python9 3 40

pv-site-prediction

ML experiments and models for pv site forecasting

Language:Python8 6 28

nowcasting_dataloader

PyTorch Dataloader for working with multi-modal data for nowcasting applications

Language:Jupyter NotebookMIT7 1 49

nowcasting_datamodel

Datamodel for the nowcasting project

Language:Python6 1 67

nowcasting_forecast

Making live forecasts for the nowcasting project

Language:PythonMIT5 1 72

pv-site-api

Site specific API for PV forecasting

Language:Python5 3 67

nowcasting_api

API for hosting nowcasting solar predictions

Language:PythonMIT4 2 81

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

pv-sites-mobile

Front End web application for site-level forecast UI

Language:TypeScript4 5 140

uk-pv-national-xg

National PV forecasting using Gradient Boosted Methods.

Language:Jupyter Notebook4 2 33

gfs-downloader

NCEP GFS 0.25 Degree Global Forecast Grids Historical Archive: https://rda.ucar.edu/datasets/ds084.1/

Language:PythonMIT3 40

metrics

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

Language:JavaScriptMIT3 2 1

nowcasting_utils

Common functionality between SatFlow and predict_pv_yield

Language:HTMLMIT3 2 30

ocf-infrastructure

Infrastructure code for OCF's cloud environments

Language:HCL3 1 123

ocf_blosc2

Blosc2 codec used for OCF's Zarr compression

Language:PythonMIT2 2 1

pseudo-labeller

Pseudo Labeller for generating training labels for other PV generation forecasting

Language:PythonMIT1 2 9

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

nowasting_metrics

Repo to automatically run metrics on the nowcasting forecast

Language:Python02 7