21 projects
metnet
PyTorch MetNet Implementation
satip
Satip provides the functionality necessary for
dgmr
PyTorch Skillful Nowcasting GAN Implementation
ocf-datapipes
Pytorch Datapipes built for use in Open Climate Fix's forecasting work
graph-weather
Weather Forecasting with Graph Neural Networks
ocf-blosc2
OCF Blosc2 is a codec for numcodecs for compressing image data in Zarr/Xarray
ocf-ml-metrics
Common metrics and baselines for OCF's energy forecasting work
nowcasting-dataset
Nowcasting Dataset
planetary-datasets
Datasets for ML models for planetary use-cases (e.g. solar mapping, land use, forecasting)
solar-mapper
Global Solar Mapping with Satellite Imagery
pseudo-labeller
Psuedo PV/Irradience Labeller
nowcasting-utils
Nowcasting Utilities
nowcasting-dataloader
Nowcasting Dataloader
diffusion-weather
Weather Forecasting with Diffusion
power-perceiver
Machine learning experiments to forecast the electricity system (starting with solar)
jpeg-xl-float-with-nans
JpegXlFloatWithNaNs is a codec for numcodecs for compressing image data in Zarr/Xarray
satflow
Satellite Optical Flow
skillful-nowcasting
PyTorch Skillful Nowcasting GAN Implementation
perceiver-model
Multimodal Perceiver - Pytorch
