LICENSE
LICENSE-DATA
README.md
VERSION
pyproject.toml
s2and/__init__.py
s2and/_atomic_io.py
s2and/_sha256.py
s2and/arrow_inputs.py
s2and/arrow_provenance.py
s2and/arrow_schema.py
s2and/arrow_schema_contract.json
s2and/arrow_training.py
s2and/calibration.py
s2and/consts.py
s2and/data.py
s2and/eval.py
s2and/feature_port.py
s2and/feature_schema.py
s2and/featurizer.py
s2and/memory_budget.py
s2and/metrics.py
s2and/model.py
s2and/model_pairwise.py
s2and/mp.py
s2and/name_counts_index.py
s2and/name_tuple_artifact.py
s2and/orcid_prefix_counts.py
s2and/prediction_state.py
s2and/production_bundle.py
s2and/production_bundle_contract.py
s2and/production_model.py
s2and/production_training_contract.py
s2and/runtime.py
s2and/rust_calls.py
s2and/sampling.py
s2and/seed_merging.py
s2and/shap_utils.py
s2and/subblocking.py
s2and/supervision.py
s2and/text.py
s2and/thread_config.py
s2and.egg-info/PKG-INFO
s2and.egg-info/SOURCES.txt
s2and.egg-info/dependency_links.txt
s2and.egg-info/requires.txt
s2and.egg-info/top_level.txt
s2and/data/first_k_letter_counts_from_orcid.json
s2and/data/first_k_letter_counts_from_orcid.manifest.json
s2and/data/path_config.json
s2and/data/s2and_name_tuples_canonical.txt
s2and/incremental_linking/__init__.py
s2and/incremental_linking/array_validation.py
s2and/incremental_linking/artifact.py
s2and/incremental_linking/completion.py
s2and/incremental_linking/completion_metadata.py
s2and/incremental_linking/contracts.py
s2and/incremental_linking/feature_block.py
s2and/incremental_linking/feature_block_arrow.py
s2and/incremental_linking/feature_block_contract.py
s2and/incremental_linking/features.py
s2and/incremental_linking/gate_buckets.py
s2and/incremental_linking/linker_pairwise.py
s2and/incremental_linking/logistic_gate.py
s2and/incremental_linking/policy.py
s2and/incremental_linking/production.py
s2and/incremental_linking/query_adapter.py
s2and/incremental_linking/retrieval.py
s2and/incremental_linking/row_features.py
s2and/incremental_linking/runtime.py
s2and/incremental_linking/seed_assignment.py
s2and/incremental_linking_training/__init__.py
s2and/incremental_linking_training/classic.py
s2and/incremental_linking_training/data_loading.py
s2and/incremental_linking_training/name_counts.py
s2and/incremental_linking_training/source_bundle_preflight.py
tests/test_arrow_batch_lookup_index.py
tests/test_arrow_bulk_supervision.py
tests/test_arrow_inputs.py
tests/test_arrow_large_block_runtime.py
tests/test_arrow_production_boundary.py
tests/test_arrow_release_layout.py
tests/test_arrow_retained_readers.py
tests/test_arrow_schema_contract.py
tests/test_arrow_training_ingestion.py
tests/test_arrow_trusted_inputs.py
tests/test_artifact_line_endings.py
tests/test_atomic_io.py
tests/test_augmented_training_leakage.py
tests/test_bulk_altered_profiles.py
tests/test_bulk_constraint_labels.py
tests/test_bulk_constraint_values.py
tests/test_bulk_sparse_features.py
tests/test_canonical_name_examples.py
tests/test_classic_incremental_constraints.py
tests/test_cluster_incremental.py
tests/test_compare_full_predict_arrow_parity.py
tests/test_compare_graph_subblocking_arrow_quality.py
tests/test_completion_metadata.py
tests/test_constraint_policy_parity.py
tests/test_consts.py
tests/test_convert_inference_json_to_arrow.py
tests/test_convert_s2and_mini_to_arrow.py
tests/test_data.py
tests/test_eps_sweep.py
tests/test_eps_tradeoff_plot.py
tests/test_eval.py
tests/test_eval_prod_models.py
tests/test_evaluate_heldout.py
tests/test_evaluate_incremental_gold.py
tests/test_extract_big_block_dataset.py
tests/test_fast_cluster.py
tests/test_feature_block.py
tests/test_feature_port_cache.py
tests/test_feature_port_parity.py
tests/test_feature_safe_view.py
tests/test_feature_schema.py
tests/test_featurizer.py
tests/test_featurizer_platform_policy.py
tests/test_fixed_pair_csv.py
tests/test_generate_author_counts_from_athena.py
tests/test_generate_name_counts_from_parquet.py
tests/test_generate_orcid_name_prefix_counts.py
tests/test_giant_eps_release.py
tests/test_hard_negative_linkage.py
tests/test_hash_release_emails.py
tests/test_hyperopt_integration.py
tests/test_incremental_completion.py
tests/test_incremental_linking_artifact.py
tests/test_incremental_linking_production.py
tests/test_incremental_linking_runtime.py
tests/test_incremental_linking_training_data_loading.py
tests/test_incremental_seed_conflicts.py
tests/test_incremental_seed_setup_wiring.py
tests/test_initial_query_sources.py
tests/test_linker_feature_assembly.py
tests/test_linker_holdout_authority.py
tests/test_linker_materialization_label_independence.py
tests/test_linker_pairwise_aggregates.py
tests/test_linker_runtime_batch.py
tests/test_linker_source_bundle.py
tests/test_linker_source_bundle_preflight.py
tests/test_logistic_gate.py
tests/test_materialize_signature_ngrams_python.py
tests/test_memory_budget.py
tests/test_middle_name_prefix_constraints.py
tests/test_model_distance_matrix_orchestration.py
tests/test_model_pairwise_exceptions.py
tests/test_mp.py
tests/test_name_counts_binding.py
tests/test_name_counts_index.py
tests/test_name_tuple_artifact.py
tests/test_package_corrected_datasets.py
tests/test_package_pairwise_inputs.py
tests/test_pair_sampling_rank.py
tests/test_pairwise_embedding_checkpoints.py
tests/test_portable_model_plan.py
tests/test_predict_and_combine.py
tests/test_predict_memory_budget.py
tests/test_prediction_parameter_scope.py
tests/test_prediction_state.py
tests/test_prepare_linker_replay.py
tests/test_prepare_linker_support.py
tests/test_prepare_pairwise_inputs.py
tests/test_preprocess_paper_spawn.py
tests/test_preprocess_papers_parallel_defaults.py
tests/test_production_bundle_publication.py
tests/test_production_import_boundary.py
tests/test_production_model.py
tests/test_production_unknown_signatures.py
tests/test_profile_promoted_incremental_arrow.py
tests/test_promoted_arrow_rust_materializer.py
tests/test_promoted_linker_training_cli.py
tests/test_promoted_train_calibrate_eval_helpers.py
tests/test_public_name_normalization.py
tests/test_query_adapter.py
tests/test_query_local_linker_materializer.py
tests/test_raw_arrow_giant_author_papers.py
tests/test_raw_arrow_query_author_lifetime.py
tests/test_raw_block_candidate_plan_arrow.py
tests/test_real_tiny_trainers.py
tests/test_regression_fixes.py
tests/test_release_pairwise.py
tests/test_release_rust_featurization.py
tests/test_release_workflow_ref_guard.py
tests/test_run_bounded.py
tests/test_run_ci_locally.py
tests/test_runtime.py
tests/test_rust_batch_chunking.py
tests/test_rust_build_freshness.py
tests/test_rust_coauthor_features.py
tests/test_rust_distance_matrix_parity.py
tests/test_rust_distribution_licenses.py
tests/test_rust_empty_author_papers.py
tests/test_rust_lightgbm_booster_parity.py
tests/test_rust_lightgbm_fast_kernels.py
tests/test_rust_lightgbm_tiled_scoring.py
tests/test_rust_seed_overlays.py
tests/test_rust_signature_preprocess.py
tests/test_seed_link_assignment.py
tests/test_seed_merging.py
tests/test_sha256.py
tests/test_shell_helpers.py
tests/test_smoke_installed_incremental_arrow.py
tests/test_split_authority.py
tests/test_subblocked_reunite.py
tests/test_subblocked_seed_boundaries.py
tests/test_subblocking_merge_candidates.py
tests/test_subblocking_telemetry.py
tests/test_supervision_contract.py
tests/test_surname_hyphen_aware.py
tests/test_sync_feature_schema.py
tests/test_sync_version.py
tests/test_text.py
tests/test_thread_config.py
tests/test_train_pairwise_script.py
tests/test_tutorial_for_predicting_with_the_prod_model.py
tests/test_verify_production_model_distributions.py
tests/test_write_release_bundles.py