Institute for Automation and Applied Informatics (@KIT-IAI)
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Top repositories

1

pyWATTS

pyWATTS: Python Workflow Automation Tool for Time-Series
Python
40
star
2

rapidPF

Matlab code to generate distributed power flow problems.
MATLAB
25
star
3

GMLToolbox

21
star
4

SDM_Plugin_General

11
star
5

DCsOPF

Julia
4
star
6

CopyPasteImputation

Python
3
star
7

pywatts-pipeline

pywatts-pipeline
Python
3
star
8

GMLToolbox-src

C++
3
star
9

EasyMLServe

Python
3
star
10

PyAPI-RTS

A Python library to read and manipulate RSCAD draft files.
Python
2
star
11

Transformer-Networks-for-Electrical-Load-Time-Series-Forecasting

Jupyter Notebook
2
star
12

Towards-Line-Restricted-Dispatchable-Feeders-using-Probabilistic-Forecasts-for-PV-Dominated-Low-Volt

Towards Line-Restricted Dispatchable Feeders using Probabilistic Forecasts for PV-Dominated Low-Voltage Distribution Grids
Python
2
star
13

LossCustomisedProbabilisticForecasts

Code to replicate the results from the paper "Loss-Customised Probabilistic Energy Time Series Forecasts Using Automated Hyperparameter Optimisation"
Python
2
star
14

Customized-UQ-of-Parking-Duration-Predictions

Code to recreate the error metrics and plots from our paper "Customized Uncertainty Quantification of Parking Duration Predictions for EV Smart Charging"
Jupyter Notebook
2
star
15

Coping-with-Concept-Drift-using-Profiles

Coping with Concept Drift using Profiles
Python
1
star
16

GPS-Toolkit

C++
1
star
17

GMLToolbox-tsdiagram

C++
1
star
18

Tree3D

Tree3D
Python
1
star
19

SDM_Plugin_Python

1
star
20

transformer-training-strategies

Python
1
star
21

Gleam

GLEAM is an Evolutionary Algorithm of its own and HyGLEAM is its memetic extension.
C
1
star
22

SmartDataRepresentations

Python
1
star
23

ControllableTimeSeriesGeneration

Python
1
star
24

Automating-Value-Oriented-Forecast-Model-Selection-by-Meta-Learning

Python
1
star
25

NetLoadForecasting

Python
1
star