initial push

components/packages/bayesian_testing.yaml

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+binary_sensor:
+  - name: 'Bayesian Crunching'
+    platform: 'bayesian'
+    prior: 0.25
+    probability_threshold: 0.7
+    observations:
+      - entity_id: 'input_boolean.bayesian_test_1' # Motion
+        prob_given_true: 0.99
+        prob_given_false: 0.85
+        platform: 'state'
+        to_state: 'on'
+
+      - entity_id: 'input_boolean.bayesian_test_2' # Person
+        prob_given_true: 0.99
+        prob_given_false: 0.85
+        platform: 'state'
+        to_state: 'on'
+
+      - entity_id: 'input_boolean.bayesian_test_3' # Home Occupied
+        prob_given_true: 0.99
+        prob_given_false: 0.01
+        platform: 'state'
+        to_state: 'on'
+
+      # - entity_id: 'input_boolean.bayesian_test_4' # person occupancy
+      #   prob_given_true: 0.99
+      #   prob_given_false: 0.97
+      #   platform: 'state'
+      #   to_state: 'on'
+
+      # - entity_id: 'input_boolean.bayesian_test_5' # dreambox recently active
+      #   prob_given_true: 0.75
+      #   prob_given_false: 0.5
+      #   platform: 'state'
+      #   to_state: 'on'
+
+input_boolean:
+  bayesian_test_1:
+    name: Bayesian Test 1
+    icon: mdi:numeric-1-circle
+
+  bayesian_test_2:
+    name: Bayesian Test 2
+    icon: mdi:numeric-2-circle
+
+  bayesian_test_3:
+    name: Bayesian Test 3
+    icon: mdi:numeric-3-circle
+
+  bayesian_test_4:
+    name: Bayesian Test 4
+    icon: mdi:numeric-4-circle
+
+  bayesian_test_5:
+    name: Bayesian Test 5
+    icon: mdi:numeric-5-circle
+
+  bayesian_test_6:
+    name: Bayesian Test 6
+    icon: mdi:numeric-6-circle
+
+  bayesian_test_7:
+    name: Bayesian Test 7
+    icon: mdi:numeric-7-circle
+
+  bayesian_test_8:
+    name: Bayesian Test 8
+    icon: mdi:numeric-8-circle