/pykoopman-ae

Python package PyKoopman-AE for the data-driven identification of the Koopman Operator-based models for dynamical systems using autoencoders.

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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.x 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:

  1. Clone the repository:
git clone https://github.com/SuchethShenoy/pykoopman-ae.git
  1. Navigate to the package directory:
cd pykoopman_ae
  1. 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!