| [ | |
| "tests/test_csv.py::test_csv_batch_independence", | |
| "tests/test_csv.py::test_csv_empty_returns_zero", | |
| "tests/test_csv.py::test_csv_injectivity_on_simplex", | |
| "tests/test_csv.py::test_csv_linear_projection", | |
| "tests/test_csv.py::test_csv_max_pool_ablation", | |
| "tests/test_csv.py::test_csv_permutation_invariance", | |
| "tests/test_data.py::test_bfs_depth_l", | |
| "tests/test_data.py::test_freqcap_enforces_K_r", | |
| "tests/test_data.py::test_gold_annotation_marks_shortest_path", | |
| "tests/test_data.py::test_gold_annotation_unreachable", | |
| "tests/test_dbm.py::test_dbm_context_sensitivity", | |
| "tests/test_dbm.py::test_dbm_graceful_degradation_at_z_zero", | |
| "tests/test_dbm.py::test_dbm_implements_u_diag_g_v_t", | |
| "tests/test_dbm.py::test_dbm_rank_bound", | |
| "tests/test_dbm.py::test_dbm_shape", | |
| "tests/test_dbm.py::test_gate_relu_ablation", | |
| "tests/test_dbm.py::test_gate_sigmoid_output_range", | |
| "tests/test_evaluator.py::test_average_precision_perfect_ranking", | |
| "tests/test_evaluator.py::test_jsd_paper_appendix_c_calculation", | |
| "tests/test_evaluator.py::test_jsd_positive_when_different", | |
| "tests/test_evaluator.py::test_jsd_zero_when_equal", | |
| "tests/test_evaluator.py::test_ndcg_at_10_perfect", | |
| "tests/test_evaluator.py::test_paired_bootstrap_clear_difference", | |
| "tests/test_evaluator.py::test_paired_bootstrap_zero_difference", | |
| "tests/test_evaluator.py::test_precision_recall_f1_basic", | |
| "tests/test_evaluator.py::test_precision_recall_f1_imperfect", | |
| "tests/test_losses.py::test_bce_matches_reference", | |
| "tests/test_losses.py::test_combined_loss_decomposition", | |
| "tests/test_losses.py::test_dc_positive_when_violated", | |
| "tests/test_losses.py::test_dc_zero_when_satisfied", | |
| "tests/test_losses.py::test_hc3_positive_when_violated", | |
| "tests/test_losses.py::test_hc3_zero_when_satisfied", | |
| "tests/test_miners.py::test_buffer_capacity", | |
| "tests/test_miners.py::test_dcminer_invalid_L_raises", | |
| "tests/test_miners.py::test_dcminer_invalid_gold_hop_raises", | |
| "tests/test_miners.py::test_dcminer_reproducible_with_seed", | |
| "tests/test_miners.py::test_dcminer_sample_wrong_hop_excludes_gold", | |
| "tests/test_miners.py::test_miner_paper_invariants", | |
| "tests/test_miners.py::test_miner_refresh_schedule", | |
| "tests/test_miners.py::test_negative_mining_respects_k", | |
| "tests/test_miners.py::test_negative_mining_same_anchor_different_label", | |
| "tests/test_scorer.py::test_S3_per_hop_caching_correctness", | |
| "tests/test_scorer.py::test_dbm_can_be_disabled", | |
| "tests/test_scorer.py::test_depth_correction_shape", | |
| "tests/test_scorer.py::test_hop_scorer_W_ctx_decomposition", | |
| "tests/test_scorer.py::test_score_in_unit_interval", | |
| "tests/test_smoke_pipeline.py::test_empty_kg_raises_value_error", | |
| "tests/test_smoke_pipeline.py::test_kg_filters_low_frequency_relations", | |
| "tests/test_smoke_pipeline.py::test_kg_has_consistent_indices", | |
| "tests/test_smoke_pipeline.py::test_kg_loads_successfully", | |
| "tests/test_smoke_pipeline.py::test_qa_records_load", | |
| "tests/test_smoke_pipeline.py::test_smoke_data_seeds_are_in_kg" | |
| ] |