A physics-constrained stochastic sky video prediction model for probabilistic short-term solar forecasting
☆74May 7, 2024Updated 2 years ago
Alternatives and similar repositories for SkyGPT
Users that are interested in SkyGPT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official repo for "Solar Irradiance Anticipative Transformer" paper to be published in CVPR workshop Earth Vision 2023☆16Jun 2, 2023Updated 3 years ago
- An algorithm for identifying cloud pixels in ground-based sky images☆31Apr 19, 2024Updated 2 years ago
- Stanford sky images and PV power generation dataset for solar forecasting related research and applications☆254Oct 7, 2026Updated last week
- A repository hosting code for a series of SolarNet papers.☆13Feb 24, 2024Updated 2 years ago
- Code repository for "Extending intraday solar forecast with deep generative models".☆27Jan 15, 2026Updated 8 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆15Jan 15, 2026Updated 8 months ago
- My take on ECLIPSE solar nowcasting DL paper☆14Oct 29, 2021Updated 4 years ago
- Stanford University Neural-network for Solar Electricity Trend☆26Jul 14, 2021Updated 5 years ago
- ☆33Aug 14, 2024Updated 2 years ago
- ☆23Feb 2, 2023Updated 3 years ago
- ☆21Jan 24, 2019Updated 7 years ago
- This repository contains code for the paper "Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal C…☆100Sep 11, 2024Updated 2 years ago
- Download and manage sky images for solar power forecasting.☆15Jul 21, 2023Updated 3 years ago
- Solar Irradiance Forecasting with Transformer model☆30Nov 16, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Diffusion on the Clouds: Short-term solar energy forecasting with Diffusion Models☆48Mar 21, 2024Updated 2 years ago
- Tools useful when working with fish-eye cameras monitoring the sky, in particular for day-time and solar-energy applications.☆17Dec 4, 2025Updated 10 months ago
- A deep-learning network for all-time cloud segmentation.☆38Apr 1, 2019Updated 7 years ago
- An archived dataset from the ECMWF Ensemble Prediction System for1 probabilistic solar forecasting☆16Oct 26, 2022Updated 3 years ago
- ☆66Apr 15, 2026Updated 5 months ago
- ☆16Apr 5, 2022Updated 4 years ago
- ☆20Mar 1, 2024Updated 2 years ago
- A package to compute the Continuous Ranked Probability Score (crps) (Matheson and Winkler, 1976; Hersbach, 2000), the fair-crps (fcrps) (…☆22Aug 4, 2022Updated 4 years ago
- Using optical flow & machine learning to predict PV yield☆53Oct 12, 2022Updated 4 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Graph Neural Network application in predicting AC Power Flow calculation. Developed with Pytorch Geometric framework. My work at NCSU for…☆14Dec 11, 2024Updated last year
- Missing data impuation GAN for solar data☆13Jan 12, 2023Updated 3 years ago
- a novel framework based on a physics-informed neural network dubbed as PhysCon that combines the interpretable ability of physical laws a…☆16Jan 4, 2023Updated 3 years ago
- code for paper "Two-Critic Deep Reinforcement Learning for Inverter-based Volt-Var Control in Active Distribution Networks"☆19Apr 10, 2024Updated 2 years ago
- Set of tools to calculate degradation responses and degradation related parameters for PV.☆49Oct 5, 2026Updated last week
- Prediction of Solar Power Generated by a power plant using artificial neural networks☆92Jun 26, 2021Updated 5 years ago
- Analyze PV production data to get single diode model parameters vs. time.☆33Feb 12, 2025Updated last year
- ☆11Dec 12, 2022Updated 3 years ago
- A python package for parsing metar & taf raw text☆11Oct 16, 2025Updated 11 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Python application for modeling and analyzing the energy system of offshore oil and gas fields, with renewable energy and storage integra…☆23Sep 3, 2025Updated last year
- Satellite Optical Flow with machine learning models☆63Nov 13, 2023Updated 2 years ago
- PVnet main repo☆61Sep 29, 2026Updated 2 weeks ago
- This repository contains the code for paper Li, Ran, et al. "Decision-oriented learning for future power system decision-making under unc…☆39Apr 13, 2025Updated last year
- Open Source Solar Site Level Forecast☆158Sep 6, 2026Updated last month
- A multi-task learning method for multi-energy load forecasting based on synthesis correlation analysis and load participation factor☆13Aug 18, 2023Updated 3 years ago
- Machine Learning approaches to predict Direct Horizontal and Direct Normal Irradiance from the sun.☆14Nov 20, 2020Updated 5 years ago