Name: Institute for Automation and Applied Informatics
Type: Organization
Bio: An institute of the Karlsruhe Institute of Technology (KIT)
Location: Hermann-von-Helmholtz-Platz 1 76344 Eggenstein-Leopoldshafen
Blog: www.iai.kit.edu
Institute for Automation and Applied Informatics's Projects
Coping with Concept Drift using Profiles
Code to recreate the error metrics and plots from our paper "Customized Uncertainty Quantification of Parking Duration Predictions for EV Smart Charging"
Authenticate with any OpenId Connect/Oauth2 provider through authorization code flow. PKCE is also supported
EnhancingAnomalyDetectionMethods
A Generic Representation of Power Grids Enabling Open-Source Model Conversion Modules
Python implementation of Energy Time Series Motif Discovery using Symbolic Aggregated Approximation (eSAX)
Python Implementation of Generating Synthetic Anomalies for Energy and Power Time Series
GLEAM is an Evolutionary Algorithm of its own and HyGLEAM is its memetic extension.
Code to replicate the results from the paper "Loss-Customised Probabilistic Energy Time Series Forecasts Using Automated Hyperparameter Optimisation"
This repository provides code to replicate results from the paper Generating Probabilistic Forecasts from Arbitrary Point Forecasts Using a Conditional Invertible Neural Network
A Python library to read and manipulate RSCAD draft files.