test_all_k_share_the_same_permutations (test_estimators.EstimatorTests.test_all_k_share_the_same_permutations) ... ok
test_analytic_correction_cancels_under_centering (test_estimators.EstimatorTests.test_analytic_correction_cancels_under_centering) ... ok
test_archive_observed_and_entire_permutation_arrays (test_estimators.EstimatorTests.test_archive_observed_and_entire_permutation_arrays) ... ok
test_bias_formula_known_and_bivariate_identity (test_estimators.EstimatorTests.test_bias_formula_known_and_bivariate_identity) ... ok
test_centering_and_conditional_mcse (test_estimators.EstimatorTests.test_centering_and_conditional_mcse) ... ok
test_correction_subtracts_bias_and_keeps_negatives (test_estimators.EstimatorTests.test_correction_subtracts_bias_and_keeps_negatives) ... ok
test_invalid_arrays_rejected (test_estimators.EstimatorTests.test_invalid_arrays_rejected) ... ok
test_invalid_parameters_rejected (test_estimators.EstimatorTests.test_invalid_parameters_rejected) ... ok
test_ksg_matches_independent_brute_force_counts (test_estimators.EstimatorTests.test_ksg_matches_independent_brute_force_counts) ... ok
test_seedsequence_repeatability_and_provenance (test_estimators.EstimatorTests.test_seedsequence_repeatability_and_provenance) ... ok
test_vendor_is_exact_archived_copy (test_estimators.EstimatorTests.test_vendor_is_exact_archived_copy) ... ok
test_zero_and_one_permutation_handling (test_estimators.EstimatorTests.test_zero_and_one_permutation_handling) ... ok
test_current_quadratic_matches_both_archive_formulations (test_generators.GeneratorChecks.test_current_quadratic_matches_both_archive_formulations) ... ok
test_deformation_inverse_and_copy_semantics (test_generators.GeneratorChecks.test_deformation_inverse_and_copy_semantics) ... ok
test_generator_does_not_call_truth_signal (test_generators.GeneratorChecks.test_generator_does_not_call_truth_signal) ... ok
test_invalid_parameters_fail_explicitly (test_generators.GeneratorChecks.test_invalid_parameters_fail_explicitly) ... ok
test_linear_and_deformed_match_archived_generator (test_generators.GeneratorChecks.test_linear_and_deformed_match_archived_generator) ... ok
test_padding_coordinates_unchanged_in_q1x (test_generators.GeneratorChecks.test_padding_coordinates_unchanged_in_q1x) ... ok
test_seedsequence_reproducibility_and_child_separation (test_generators.GeneratorChecks.test_seedsequence_reproducibility_and_child_separation) ... ok
test_shapes_and_full_independence_limit (test_generators.GeneratorChecks.test_shapes_and_full_independence_limit) ... ok
test_supplied_generator_advances_and_reproduces_fixed_batches (test_generators.GeneratorChecks.test_supplied_generator_advances_and_reproduces_fixed_batches) ... ok
test_three_nonlinear_channels_are_all_active_and_pairwise (test_generators.GeneratorChecks.test_three_nonlinear_channels_are_all_active_and_pairwise) ... ok
test_invalid_identifiers_fail (test_seeding.SeedTests.test_invalid_identifiers_fail) ... ok
test_stage_and_role_separation (test_seeding.SeedTests.test_stage_and_role_separation) ... ok
test_worker_order_does_not_change_streams (test_seeding.SeedTests.test_worker_order_does_not_change_streams) ... ok
test_entropy_power_and_gaussian_capacity_bounds (test_truth.PopulationTruthChecks.test_entropy_power_and_gaussian_capacity_bounds) ... ok
test_expanded_tail_and_mode_windows (test_truth.PopulationTruthChecks.test_expanded_tail_and_mode_windows) ... ok
test_gaussian_exact_information_all_routes (test_truth.PopulationTruthChecks.test_gaussian_exact_information_all_routes) ... ok
test_independence_has_standard_normal_density (test_truth.PopulationTruthChecks.test_independence_has_standard_normal_density) ... ok
test_independent_pair_additivity_and_irrelevant_coordinates (test_truth.PopulationTruthChecks.test_independent_pair_additivity_and_irrelevant_coordinates) ... ok
test_independent_real_space_and_fourier_routes (test_truth.PopulationTruthChecks.test_independent_real_space_and_fourier_routes) ... ok
test_information_increases_with_signal_to_noise (test_truth.PopulationTruthChecks.test_information_increases_with_signal_to_noise) ... ok
test_information_matching_including_largest_comparison_target (test_truth.PopulationTruthChecks.test_information_matching_including_largest_comparison_target) ... ok
test_invalid_parameters_and_unsupported_range_fail_explicitly (test_truth.PopulationTruthChecks.test_invalid_parameters_and_unsupported_range_fail_explicitly) ... ok
test_nonlinear_sign_symmetry (test_truth.PopulationTruthChecks.test_nonlinear_sign_symmetry) ... ok
test_real_space_density_normalisation_and_moments (test_truth.PopulationTruthChecks.test_real_space_density_normalisation_and_moments) ... ok
test_signal_normalisation (test_truth.PopulationTruthChecks.test_signal_normalisation) ... ok

----------------------------------------------------------------------
Ran 37 tests in 3.513s

OK
