.. _restful: REST API =========== twinLab's REST API provides a flexible and efficient way of integrating probabilistic machine learning capabilities into your software stack or simulation workflow. Why use twinLab's REST API? ------------------------------ - **Language Agnostic**: Interact with twinLab using any programming language that can make HTTP requests. - **Easy Integration**: Integrate twinLab's machine learning capabilities into your existing software or hardware solutions. - **Functional Mock-Up Interface**: If you have dynanic simulations, leverage twinLab for both model exchange and co-simulation. Get in touch with our `team `_ to find out more about using the twinLab REST API. We can develop custom clients in a wide variety of programming languages. The REST API is designed to be OEM-friendly, offering a straightforward path for embedding advanced machine learning features into hardware or software products. Join our `mailing list <../changelog.rst>`_ to stay posted for the release of future clients or API updates.