sltzgs

KernelCPD_WindSCADA

Code and supplementary material complementing the WES-publication: "Change-point detection in wind turbine SCADA data for robust condition monitoring with normal behaviour models""

XAI4WindPowerCurves

Wind_Turbine_SCADA_open_data

list of open data wind turbine data sets

DBS_reslice

A visualization tool for reslicing MRI and CT images along a deep brain stimulation lead.

xai-regression

chronotrains

Shortest times between train stations in Europe

grafana

The open and composable observability and data visualization platform. Visualize metrics, logs, and traces from multiple sources like Prometheus, Loki, Elasticsearch, InfluxDB, Postgres and many more.

ruptures

ruptures: change point detection in Python

rpi-power-monitor

Power Monitor (for Raspberry Pi)

nn_vis

An interactive visualization of neural networks

zennit

Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.

docear

Latest version of Docear re-packaged with old java library to work on Linux without additional configurations.

pytest

The pytest framework makes it easy to write small tests, yet scales to support complex functional testing

Quantus

Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations

ml-hv-grid-pub

Code for high-voltage grid mapping project with the World Bank; early 2018

wind-turbine-detector

Wind Turbine Object Detection from Aerial Imagery Using TensorFlow Object Detection API and Google Colab

windrose

A Python Matplotlib, Numpy library to manage wind data, draw windrose (also known as a polar rose plot), draw probability density function and fit Weibull distribution

tqdm

:zap: A Fast, Extensible Progress Bar for Python and CLI

dl-4-tsc

Deep Learning for Time Series Classification

entr_runtime

ENTR Alliance is an owner-operator led initiative to create open data stack within the clean energy sector. ENTR is a distribution of existing open-source tools, frameworks, and standards, packaged together to accelerate the transition to clean energy. Join us!

OpenOA

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 provide an open source implementation of common data structures, analysis methods, and utility functions relevant to wind plant OA.