Configuration.md

Configuration

Models can be serialized as a json file with the following structure:

{
  "model": {
    "type": <model_type>,
    "parameters": {
      <parameter_name>: {
        "type": <class_name>,
        "parameters": {...}
      }
    }
  }
}

The "type" field serves as a dependency-injection like mechanism and sets which class and constructor is used. The "parameters" dictionary is passed to the constructor method. Every parameter is attempted to be resolved from the class registry and only if that's not possible they are passed as-is.