|
View: |
Part 1: Document Description
|
|
Citation |
|
|---|---|
|
Title: |
Supplements for "ReLiNet: Stable and Explainable Multistep Prediction with Recurrent Linear Parameter Varying Networks"" |
|
Identification Number: |
doi:10.18419/darus-3457 |
|
Distributor: |
DaRUS |
|
Date of Distribution: |
2023-05-15 |
|
Version: |
1 |
|
Bibliographic Citation: |
Baier, Alexandra; Aspandi, Decky; Staab, Steffen, 2023, "Supplements for "ReLiNet: Stable and Explainable Multistep Prediction with Recurrent Linear Parameter Varying Networks""", https://doi.org/10.18419/darus-3457, DaRUS, V1 |
|
Citation |
|
|
Title: |
Supplements for "ReLiNet: Stable and Explainable Multistep Prediction with Recurrent Linear Parameter Varying Networks"" |
|
Identification Number: |
doi:10.18419/darus-3457 |
|
Authoring Entity: |
Baier, Alexandra (Universität Stuttgart) |
|
Aspandi, Decky (Universität Stuttgart) |
|
|
Staab, Steffen (Universität Stuttgart) |
|
|
Grant Number: |
EXC 2075 - 390740016 |
|
Distributor: |
DaRUS |
|
Access Authority: |
Baier, Alexandra |
|
Depositor: |
Baier, Alexandra |
|
Date of Deposit: |
2023-05-09 |
|
Holdings Information: |
https://doi.org/10.18419/darus-3457 |
|
Study Scope |
|
|
Keywords: |
Computer and Information Science, Engineering, System Identification, Nonlinear System, Dynamical System, Stability, Explainability |
|
Abstract: |
This repository contains the necessary scripts to reproduce the results from our paper "ReLiNet: Stable and Explainable Multistep Prediction with Recurrent Linear Parameter Varying Networks". See the <a href="https://darus.uni-stuttgart.de/file.xhtml?fileId=203268">README file</a> for more information. The most current version of this software is available on <a href="https://github.com/AlexandraBaier/Supplement_ReLiNet">Github</a>. |
|
Methodology and Processing |
|
|
Sources Statement |
|
|
Data Access |
|
|
Other Study Description Materials |
|
|
Related Publications |
|
|
Citation |
|
|
Title: |
Alexandra Baier, Decky Aspandi and Steffen Staab, "ReLiNet: Stable and Explainable Multistep Prediction with Recurrent Linear Parameter Varying Networks", Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence (IJCAI-23), 2023. |
|
Bibliographic Citation: |
Alexandra Baier, Decky Aspandi and Steffen Staab, "ReLiNet: Stable and Explainable Multistep Prediction with Recurrent Linear Parameter Varying Networks", Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence (IJCAI-23), 2023. |
|
Label: |
.gitignore |
|
Notes: |
application/octet-stream |
|
Label: |
LICENSE |
|
Notes: |
text/plain; charset=US-ASCII |
|
Label: |
poetry.lock |
|
Notes: |
application/octet-stream |
|
Label: |
pyproject.toml |
|
Notes: |
application/octet-stream |
|
Label: |
README.md |
|
Notes: |
text/markdown |
|
Label: |
industrial-robot.json |
|
Notes: |
application/json |
|
Label: |
ship.json |
|
Notes: |
application/json |
|
Label: |
explanations.ipynb |
|
Notes: |
application/x-ipynb+json |
|
Label: |
explain_best_models_industrial_robot.py |
|
Notes: |
text/x-python |
|
Label: |
explain_best_models_ship_ind.py |
|
Notes: |
text/x-python |
|
Label: |
explain_best_models_ship_ood.py |
|
Notes: |
text/x-python |
|
Label: |
run_experiment_industrial_robot.py |
|
Notes: |
text/x-python |
|
Label: |
run_experiment_ship_ind.py |
|
Notes: |
text/x-python |
|
Label: |
run_experiment_ship_ood.py |
|
Notes: |
text/x-python |
|
Label: |
setup_environment.py |
|
Notes: |
text/x-python |
|
Label: |
summarize_results.py |
|
Notes: |
text/x-python |
|
Label: |
utils.py |
|
Notes: |
text/x-python |
|
Label: |
__init__.py |
|
Notes: |
text/x-python |