openstef-offline-example

Warning

This repository will soon be archived as part of the OpenSTEF V3 deprecation. Please refer to OpenSTEF V4 for the latest OpenSTEF version which includes example notebooks and tutorials to help you get started.

Very basic examples showing how you can use OpenSTEF in a jupyter notebook on your local machine.

You can also use Binder to explore the notebooks in an online, interactive environment.

The following example notebooks are available:

1. Train a model using high-level pipelines
2. Train a model and perform a backtest
3. Train a model and make a forecast
4. Split net load into components using DAZLs
5. Obtain derived features
6. Analyzing perturbed inputs

Table of contents

• Instructions
• License
• Licenses third-party libraries
• Contributing
• Contact

Instructions

Locally

Install: pip install -r requirements.txt

Run: jupyter notebook

License

This project is licensed under the Mozilla Public License, version 2.0 - see LICENSE for details.

Licenses third-party libraries

This project includes third-party libraries, which are licensed under their own respective Open-Source licenses. SPDX-License-Identifier headers are used to show which license is applicable. The concerning license files can be found in the LICENSES directory.

Contributing

Please read CODE_OF_CONDUCT.md, CONTRIBUTING.md and PROJECT_GOVERNANACE.md for details on the process for submitting pull requests to us.

Contact

Please read SUPPORT.md for how to connect and get into contact with the OpenSTEF project