MDF Examples

Examples of Python, JSON and YAML files to illustrate the structure and usage of MDF.

Simple example

Python Source | JSON | YAML

A simple example with 2 Nodes connected by an Edge:

With more detail on Nodes (showing Input Ports (green), Parameters (blue) and Output Ports) (red) and Edges:

ABCD

Python Source | JSON | YAML

Another simple example with more Nodes.

Arrays

Python Source | JSON | YAML

An example using arrays for Parameters and weights on Edges.

States

Python Source | JSON | YAML

An example with Nodes containing persistent States.

Conditions

Python Source | JSON | YAML

A simple 3 Nodes graph with scheduling Conditions. For more examples of conditions see here.

Parameters and Functions

Python Source | JSON | YAML

A simple Node with a number of different types of Parameters (in blue; fixed and stateful) and Functions (in purple; can be built in or ONNX based).

Newton’s Law of Cooling

Python Source | JSON | YAML

A simple Newtonian cooling process model that demonstrates the use of time derivative simulating the cooling of an object to the ambient temperature over time.

More examples

There are further examples under development, including of a Recurrent Neural Network (RNN), and an Integrate and Fire (IaF) neuron model in this directory.