Excell addin for performing Monte Carlo simulation

A Python project template with opinionated tooling

pix2tex: Using a ViT to convert images of equations into LaTeX code.

A beginner's guide to carry out extreme value analysis, which consists of basic steps, multiple distribution fitting, confidential intervals, IDF/DDF, and a simple application of IDF information fo…

Extreme value analysis (EVA) is a crucial tool for comprehending and anticipating extreme events, such as exceptionally heavy rainfall or severe wind gusts. This guide, inspired by royalosyin's rep…

Croissant is a high-level format for machine learning datasets that brings together four rich layers.

MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.

Some tutorials on working with python and wind data

A curated list of open wind turbine data sets and corresponding code

Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.

Matlab/Simulink model of a megawatt-class airborne wind energy system based on rigid wing technology.

Hybrid ML + physics model of the Earth's atmosphere

A tool to assess yield uplift of wind turbines

this repo contains the machine readable data formats and documentation that support the IEC 61400-15-1 site suitability conditions input form

A light weight, fast, easy to understand & carefully crafted implementation of the Ainslie eddy viscosity wake model and associated sub-models

This library provides a framework for working with large timeseries data from wind plants, such as SCADA. Its development has been motivated by the WP3 Benchmarking (PRUF) project, which aims to pr…

Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

Method for estimating icing losses from wind turbine SCADA data

Statistical package in Python based on Pandas

R-Shiny tool to explore locations, metadata and download monthly energy production from Utility Scale Power Plants.

Wind analysis package

A small toolbox of wind data analysis plotting tools

☴ Statistics for your wind power projects

Avatars for Zoom, Skype and other video-conferencing apps.

High-quality implementations of standard and SOTA methods on a variety of tasks.

Distribution Analyser is a Web App that allows you to interactively explore continuous distributions from SciPy and fit distribution(s) to your data.

This library provides a framework for assessing wind plant performance using operational assessment (OA) methodologies that consume time series data from wind plants. The goal of the project is to …