test_all_flip_event_posteriors (test_observer_belief.TestAttributionAndNonidentifiability.test_all_flip_event_posteriors) ... ok
test_drift_mismatch_direction (test_observer_belief.TestAttributionAndNonidentifiability.test_drift_mismatch_direction) ... ok
test_event_posterior_balanced (test_observer_belief.TestAttributionAndNonidentifiability.test_event_posterior_balanced) ... ok
test_event_posterior_high_drift (test_observer_belief.TestAttributionAndNonidentifiability.test_event_posterior_high_drift) ... ok
test_event_posterior_low_drift (test_observer_belief.TestAttributionAndNonidentifiability.test_event_posterior_low_drift) ... ok
test_noisy_anchor (test_observer_belief.TestAttributionAndNonidentifiability.test_noisy_anchor) ... ok
test_rate_formula (test_observer_belief.TestAttributionAndNonidentifiability.test_rate_formula) ... ok
test_rate_full_flip_sensor (test_observer_belief.TestAttributionAndNonidentifiability.test_rate_full_flip_sensor) ... ok
test_rate_swap (test_observer_belief.TestAttributionAndNonidentifiability.test_rate_swap) ... ok
test_rate_zero_sensor (test_observer_belief.TestAttributionAndNonidentifiability.test_rate_zero_sensor) ... ok
test_same_sequence_law (test_observer_belief.TestAttributionAndNonidentifiability.test_same_sequence_law) ... ok
test_stale_anchor_idealization (test_observer_belief.TestAttributionAndNonidentifiability.test_stale_anchor_idealization) ... ok
test_unanchored_gauge_all_histories (test_observer_belief.TestAttributionAndNonidentifiability.test_unanchored_gauge_all_histories) ... ok
test_unchanged_posterior_balanced (test_observer_belief.TestAttributionAndNonidentifiability.test_unchanged_posterior_balanced) ... ok
test_unchanged_posterior_low_drift (test_observer_belief.TestAttributionAndNonidentifiability.test_unchanged_posterior_low_drift) ... ok
test_undefined_event (test_observer_belief.TestAttributionAndNonidentifiability.test_undefined_event) ... ok
test_cost_decomposes_exactly (test_observer_belief.TestPolicyCosts.test_cost_decomposes_exactly) ... ok
test_every_step_cost (test_observer_belief.TestPolicyCosts.test_every_step_cost) ... ok
test_horizon_out_of_range (test_observer_belief.TestPolicyCosts.test_horizon_out_of_range) ... ok
test_invalid_policy (test_observer_belief.TestPolicyCosts.test_invalid_policy) ... ok
test_known_exact_balanced (test_observer_belief.TestPolicyCosts.test_known_exact_balanced) ... ok
test_metrics_composition (test_observer_belief.TestPolicyCosts.test_metrics_composition) ... ok
test_optimal_not_worse_than_four_baselines (test_observer_belief.TestPolicyCosts.test_optimal_not_worse_than_four_baselines) ... ok
test_optimal_vs_never_balanced (test_observer_belief.TestPolicyCosts.test_optimal_vs_never_balanced) ... ok
test_periodic_anchor_count (test_observer_belief.TestPolicyCosts.test_periodic_anchor_count) ... ok
test_real_nonmyopic_example_high_drift (test_observer_belief.TestPolicyCosts.test_real_nonmyopic_example_high_drift) ... ok
test_short_horizon_one (test_observer_belief.TestPolicyCosts.test_short_horizon_one) ... ok
test_static_sensor_requires_no_anchor (test_observer_belief.TestPolicyCosts.test_static_sensor_requires_no_anchor) ... ok
test_zero_horizon_all_zero (test_observer_belief.TestPolicyCosts.test_zero_horizon_all_zero) ... ok
test_all_transition_rows (test_observer_belief.TestProbabilityAndKernels.test_all_transition_rows) ... ok
test_anchor_and_parity_branch_mass (test_observer_belief.TestProbabilityAndKernels.test_anchor_and_parity_branch_mass) ... ok
test_anchor_noise (test_observer_belief.TestProbabilityAndKernels.test_anchor_noise) ... ok
test_anchor_perfect (test_observer_belief.TestProbabilityAndKernels.test_anchor_perfect) ... ok
test_anchor_uninformative (test_observer_belief.TestProbabilityAndKernels.test_anchor_uninformative) ... ok
test_belief_rejects_mass (test_observer_belief.TestProbabilityAndKernels.test_belief_rejects_mass) ... ok
test_belief_rejects_out_of_support (test_observer_belief.TestProbabilityAndKernels.test_belief_rejects_out_of_support) ... ok
test_branch_mass_self_consistent (test_observer_belief.TestProbabilityAndKernels.test_branch_mass_self_consistent) ... ok
test_full_flip_transition (test_observer_belief.TestProbabilityAndKernels.test_full_flip_transition) ... ok
test_half_half_prediction_is_uniform (test_observer_belief.TestProbabilityAndKernels.test_half_half_prediction_is_uniform) ... ok
test_invalid_parity (test_observer_belief.TestProbabilityAndKernels.test_invalid_parity) ... ok
test_no_refusal_classify (test_observer_belief.TestProbabilityAndKernels.test_no_refusal_classify) ... ok
test_normalized_rejects_zero (test_observer_belief.TestProbabilityAndKernels.test_normalized_rejects_zero) ... ok
test_parity_observation (test_observer_belief.TestProbabilityAndKernels.test_parity_observation) ... ok
test_prob_fraction (test_observer_belief.TestProbabilityAndKernels.test_prob_fraction) ... ok
test_probability_bounds_high (test_observer_belief.TestProbabilityAndKernels.test_probability_bounds_high) ... ok
test_probability_bounds_low (test_observer_belief.TestProbabilityAndKernels.test_probability_bounds_low) ... ok
test_refusal (test_observer_belief.TestProbabilityAndKernels.test_refusal) ... ok
test_refusal_tie_acts (test_observer_belief.TestProbabilityAndKernels.test_refusal_tie_acts) ... ok
test_static_transition_identity (test_observer_belief.TestProbabilityAndKernels.test_static_transition_identity) ... ok
test_zero_anchor_event (test_observer_belief.TestProbabilityAndKernels.test_zero_anchor_event) ... ok
test_zero_parity_event (test_observer_belief.TestProbabilityAndKernels.test_zero_parity_event) ... ok
test_mode_transition_valid (test_observer_belief.TestRegimeInference.test_mode_transition_valid) ... ok
test_model_hypothesis_not_certified (test_observer_belief.TestRegimeInference.test_model_hypothesis_not_certified) ... ok
test_regime_increase_with_repeated_flips (test_observer_belief.TestRegimeInference.test_regime_increase_with_repeated_flips) ... ok
test_regime_parity_condition (test_observer_belief.TestRegimeInference.test_regime_parity_condition) ... ok
test_regime_static_consistent (test_observer_belief.TestRegimeInference.test_regime_static_consistent) ... ok
test_regime_trace_first_bayes (test_observer_belief.TestRegimeInference.test_regime_trace_first_bayes) ... ok
test_switch_certain (test_observer_belief.TestRegimeInference.test_switch_certain) ... ok

----------------------------------------------------------------------
Ran 58 tests in 2.096s

OK
