context_model¶
Context model including multiple context dimensions, e.g., temporal.
Classes¶
Instantiates a context model. |
Module Contents¶
- class context_model.ContextModel(context_probability_mapping: Dict[str, Dict[str, float]] = _DEFAULT_CONTEXT_PROBABILITIES)¶
Instantiates a context model.
- Parameters:
context_probability_mapping –
A dictionary with necessary probabilities to sample context. If it is not provided, we use default values. The dictionary should contain the context dimension as the outer key and the corresponding value should be another dictionary with key-value pairs for events and the respective probability assigned to it. Example structure: {
- temporal: {
weekend: 0.50, weekday: 0.50
}, relational: {
group: 0.50, alone: 0.50
}
}
- sample_context()¶
Samples context along each of the dimensions independently.
Args:
Returns: