openclimatefix / ocf_datapipesLinks
OCF's DataPipe based dataloader for training and inference
☆14Updated 5 months ago
Alternatives and similar repositories for ocf_datapipes
Users that are interested in ocf_datapipes are comparing it to the libraries listed below
Sorting:
- PVnet main repo☆41Updated this week
- Satellite Optical Flow with machine learning models☆63Updated 2 years ago
- ☆33Updated 2 years ago
- Code repository for "Extending intraday solar forecast with deep generative models".☆23Updated last year
- A tool for making a probabilistic power forecast for a fleet of solar plants using an existing deterministic forecast☆15Updated 11 months ago
- Using optical flow & machine learning to predict PV yield☆53Updated 3 years ago
- Microservice for consuming NWP data.☆16Updated 2 months ago
- ML Datasets Catalog☆59Updated 2 years ago
- This repository contains the code and data for the paper "Local Off-Grid Weather Forecasting with Multi-Modal Earth Observation Data".☆46Updated last month
- Diffusion on the Clouds: Short-term solar energy forecasting with Diffusion Models☆49Updated last year
- Subseasonal forecasting models☆54Updated 9 months ago
- Data access package for the SubseasonalClimateUSA dataset☆35Updated last year
- Notebook examples using model data for the Open Government Data initiative☆68Updated last week
- Testing out Diffusion-based models for weather and PV forecasting☆15Updated last week
- A modular framework for evaluating weather forecasts☆150Updated this week
- A MetNet implementation in Pytorch and fastai☆31Updated 4 years ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆92Updated 2 years ago
- Front End repo for the Nowcasting project.☆105Updated this week
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆91Updated 8 months ago
- Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.☆29Updated 4 months ago
- Diffusion for climate downscaling☆74Updated last year
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆29Updated 2 years ago
- Satip contains the code necessary for retrieving, transforming and storing EUMETSAT data☆44Updated last month
- ☆40Updated 4 years ago
- ☆60Updated this week
- Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)☆22Updated this week
- Uncertainty quantification for data-driven weather models.☆14Updated 7 months ago
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆115Updated last year
- 🌦️ A catalogue and categorization of AI-based weather forecasting models.☆135Updated 6 months ago
- DeepR: Deep Reanalysis☆28Updated 2 years ago