Contributors: Jacob Prince-Bieker

Name: Jacob Prince-Bieker
Login: jacobbieker
Email: [email protected]
Description: Research Engineer at Open Climate Fix. Interested in applications of AI to large-scale datasets, especially for astronomy.
Website: https://www.jacobbieker.com
Location: United Kingdom
Twitter: JacobBieker
Company: @openclimatefix
Repositories count: 99
Last synced at: 2024-04-16T10:03:17.491Z
Total stars: 20
Followers: 106
Following: 5
OST Projects: 5
Languages: Python, Jupyter Notebook
Categories: Atmosphere, Climate Change, Renewable Energy, Sustainable Development
Sub Categories: Climate Data Standards, Environmental Satellites, Meteorological Observation and Forecast, Photovoltaics and Solar Energy
Topics: nowcasting, pvoutput, solar, eumetsat, forecasting-models, graph-neural-networks, weather, labeling, solar-energy, gan, nowcasting-models, nowcasting-precipitation, pytorch-implementation, pytorch-lightning, compression, containerization, hexagonal-architecture, pyproject-toml, src-layout, era5, gnn

Contributed Projects

xarray

An open source project and Python package that introduces labels in the form of dimensions, coordinates, and attributes on top of raw NumPy-like arrays, which allows for more intuitive, more concise, and less error-prone user experience.

dask netcdf numpy pandas python xarray

Climate Change - Climate Data Standards - Last synced: 27 Apr 2025 - Ranking: 32.0

Satip

A library for satellite image processing providing all of the functionality necessary for retrieving, and storing EUMETSAT data.

eumetsat gis nowcasting python satellite-imagery

Sustainable Development - Environmental Satellites - Last synced: 27 Apr 2025 - Ranking: 16.7

Graph Weather

Data-driven approach for forecasting global weather using graph neural network.

forecasting-models graph-neural-networks pytorch weather

Atmosphere - Meteorological Observation and Forecast - Last synced: 27 Apr 2025 - Ranking: 16.4

MetNet

A neural network that forecasts precipitation up to 8 hours into the future at the high spatial resolution of 1 km² and at the temporal resolution of 2 minutes with a latency in the order of second.

pytorch

Atmosphere - Meteorological Observation and Forecast - Last synced: 27 Apr 2025 - Ranking: 14.9

pvoutput

Python code for downloading PV data from PVOutput.org.

nowcasting pvoutput python python-library solar

Renewable Energy - Photovoltaics and Solar Energy - Last synced: 27 Apr 2025 - Ranking: 13.8