Python package PyKoopman-AE for the data-driven identification of the Koopman Operator-based models for dynamical systems using autoencoders.
Project description
PyKoopman-AE
Python package PyKoopman-AE for the data-driven identification of the Koopman Operator-based models for dynamical systems using autoencoders.
Installation
You can install PyKoopman-AE from PyPI using pip.
Prerequisites
Ensure you have Python>=3.7 installed. You can download Python from the official Python website.
Using pip
To install the package, run the following command in your terminal:
pip install pykoopman-ae
From Source
Alternatively, you can clone the repository and install it from the source:
- Clone the repository:
git clone https://github.com/SuchethShenoy/pykoopman-ae.git
- Navigate to the package directory:
cd pykoopman_ae
- Install the package using pip:
pip install .
Usage
Refer to this tutorial to get started.
License
This project is licensed under the MIT License. See the LICENSE file for details.
Contact
For any questions or suggestions, please open an issue or contact the repository owner at [sucheth17@gmail.com].
Thank you for using PyKoopman-AE!
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