openclimatefix / nowcasting_datasetLinks
Prepare batches of data for training machine learning solar electricity nowcasting data
☆25Updated last year
Alternatives and similar repositories for nowcasting_dataset
Users that are interested in nowcasting_dataset are comparing it to the libraries listed below
Sorting:
- Satellite Optical Flow with machine learning models☆62Updated last year
- PVnet main repo☆31Updated this week
- OCF's DataPipe based dataloader for training and inference☆14Updated last month
- A comparison of linear regression vs. deep learning for emulating climate models in the presence of internal variability. (public)☆14Updated 5 months ago
- Using optical flow & machine learning to predict PV yield☆53Updated 2 years ago
- Let's make it super easy to use weather forecast data☆21Updated 6 months ago
- Code repository for paper "Multi-scale hydraulic graph neural networks for flood modelling"☆16Updated 6 months ago
- Python code for downloading PV data from PVOutput.org☆34Updated this week
- DeepR: Deep Reanalysis☆25Updated last year
- Front End repo for the Nowcasting project.☆104Updated last week
- Cloud modelling (Manchester Prize)☆14Updated 2 months ago
- ECMWF Summer of Weather Code 2020 challenges☆49Updated 4 years ago
- A ML-oriented generic patcher for xarray data structures.☆18Updated 4 months ago
- A lightweight machine learning framework for Xarray☆22Updated last year
- Save multichannel data from xarray datasets as videos to save up massive amounts of space☆72Updated last week
- Global Ocean Emulator☆29Updated 3 weeks ago
- Lorenz 1996 two time-scale model for learning machine learning☆52Updated 5 months ago
- Benchmarking of weather forecasts based on station observations☆77Updated 2 weeks ago
- Command line script and Python package to get weather and hydrologic time-series from Internet services.☆18Updated 2 weeks ago
- ☆41Updated last year
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆31Updated 9 months ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆86Updated 4 months ago
- The Python interface for the SpatioTemporal Adaptive Resolution Encoding (STARE), a unified indexing for geolocated data.☆12Updated 3 months ago
- ML Datasets Catalog☆58Updated 2 years ago
- Microservice for consuming NWP data.☆12Updated 3 weeks ago
- The default repo for wiki and issues relating to the AI4ER CDT☆9Updated 4 years ago
- ☆33Updated 2 years ago
- ☆16Updated 3 years ago
- Reformat datasets into zarr☆16Updated last month
- An implementation of the rainfall-runoff model SMART in Python☆24Updated 2 years ago