Development Status

Alpha! FormaK key functionality is under active development.

The intended user experience is as follows. The user provides:

• Model that describes the physics of the system

• Execution criteria (e.g. memory usage, execution time)

• Time series data for the system

The Five Key Elements the library provides to achieve this user experience are:

1. Python Interface to define models

2. Python implementation of the model and supporting tooling

3. (In Progress) Integration to scikit-learn to leverage the model selection and parameter tuning functions

4. (Planned) C++ and Python to C++ interoperability for performance

5. (Planned) C++ interfaces to support a variety of model uses