Belief System API

Detailed API reference for working with belief systems

Belief System API

Retrieving a Belief System

belief_system = epistemic_me.SelfModel.retrieve_belief_system(id="self_001")

Response:

{
   "observation_contexts": [],
   "beliefs": []
}

Belief System with Metrics

belief_system = epistemic_me.BeliefSystem.retrieve_belief_system(
    id="self_001", 
    metrics=True
)

Response:

{
   "observation_contexts": [],
   "beliefs": [],
   "metrics": {
      "total_beliefs": 0,
      "total_falsifiable_beliefs": 0,
      "total_causal_beliefs": 0,
      "total_belief_statements": 0,
   }
}

Conceptualized Belief Systems

belief_system = epistemic_me.SelfModel.retrieve_belief_system(
    id="self_001",
    conceptualize=True
)

Response:

{
   "observation_contexts" : [
      {
         "id" : "obs_context_001",
         "name" : "Sleep and Heart Rate Variability",
         "possible_values" : [
            {"sleep_min": 0},
            {"sleep_max": 16},
            {"hrv_min": 0},
            {"hrv_max": 150}
         ],
         "context" : "sleep_and_hrv",
         "conditional_probabilities" : {
            "sleep_8" : {
               "hrv_45" : 0.2,
               "hrv_50" : 0.4,
               "hrv_55" : 0.3,
               "hrv_60" : 0.1
            }
         }
      }
   ],
   "beliefs": [
      // Belief objects
   ]
}