openclimatefix / ocf_datapipesLinks
OCF's DataPipe based dataloader for training and inference
☆14Updated 7 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:
- Satellite Optical Flow with machine learning models☆63Updated 2 years ago
- PVnet main repo☆47Updated last week
- Satip contains the code necessary for retrieving, transforming and storing EUMETSAT data☆44Updated 3 months ago
- Notebook examples using model data for the Open Government Data initiative☆69Updated last month
- Using optical flow & machine learning to predict PV yield☆53Updated 3 years ago
- A tool for making a probabilistic power forecast for a fleet of solar plants using an existing deterministic forecast☆15Updated last year
- Microservice for consuming NWP data.☆17Updated 3 weeks ago
- Diffusion on the Clouds: Short-term solar energy forecasting with Diffusion Models☆49Updated last year
- ☆35Updated 3 years ago
- Front End repo for the Nowcasting project.☆107Updated this week
- 🌦️ A catalogue and categorization of AI-based weather forecasting models.☆137Updated 8 months ago
- Benchmarking of weather forecasts based on station observations☆85Updated 6 months ago
- Data access package for the SubseasonalClimateUSA dataset☆36Updated last year
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆92Updated 2 years ago
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆116Updated last year
- Datasets for Machine Learning weather forecasting models☆60Updated this week
- Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.☆29Updated 6 months ago
- Subseasonal forecasting models☆56Updated 11 months ago
- ML Datasets Catalog☆60Updated 2 years ago
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆29Updated 3 years ago
- This repository contains the code and data for the paper "Local Off-Grid Weather Forecasting with Multi-Modal Earth Observation Data".☆53Updated 3 months ago
- ☆110Updated last year
- Code repository for "Extending intraday solar forecast with deep generative models".☆25Updated last week
- Prepare batches of data for training machine learning solar electricity nowcasting data☆26Updated 2 years ago
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.☆91Updated this week
- A MetNet implementation in Pytorch and fastai☆31Updated 4 years ago
- ☆41Updated 4 years ago
- ☆93Updated last year
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆95Updated 11 months ago
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆32Updated last month