openclimatefix / ocf_datapipesLinks
OCF's DataPipe based dataloader for training and inference
☆14Updated 2 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☆33Updated last week
- Satellite Optical Flow with machine learning models☆62Updated last year
- Using optical flow & machine learning to predict PV yield☆53Updated 2 years ago
- ☆34Updated 2 years ago
- Microservice for consuming NWP data.☆13Updated last week
- Data access package for the SubseasonalClimateUSA dataset☆33Updated 9 months ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆93Updated 2 years ago
- A modular framework for evaluating weather forecasts☆120Updated last week
- Front End repo for the Nowcasting project.☆105Updated last month
- Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.☆27Updated last month
- This repository contains the code and data for the paper "Local Off-Grid Weather Forecasting with Multi-Modal Earth Observation Data".☆42Updated this week
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆114Updated last year
- A MetNet implementation in Pytorch and fastai☆31Updated 4 years ago
- Subseasonal forecasting models☆55Updated 6 months ago
- Diffusion on the Clouds: Short-term solar energy forecasting with Diffusion Models☆47Updated last year
- Code repository for "Extending intraday solar forecast with deep generative models".☆21Updated last year
- ML Datasets Catalog☆58Updated 2 years ago
- Implementation of convolutional conditional neural processes for statistical downscaling☆33Updated 4 years ago
- Uncertainty quantification for data-driven weather models.☆14Updated 4 months ago
- ☆55Updated last week
- A tool for making a probabilistic power forecast for a fleet of solar plants using an existing deterministic forecast☆14Updated 8 months ago
- 🌦️ A catalogue and categorization of AI-based weather forecasting models.☆131Updated 3 months ago
- ☆91Updated last year
- ☆40Updated 3 years ago
- Satip contains the code necessary for retrieving, transforming and storing EUMETSAT data☆44Updated last week
- Testing out Diffusion-based models for weather and PV forecasting☆14Updated 2 weeks ago
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆30Updated 2 years ago
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆257Updated this week
- post-processing experiments with neural networks☆63Updated 3 years ago
- ☆46Updated 7 months ago