LICENSE
NOTICE
README.md
pyproject.toml
aurora_mcp/__init__.py
aurora_mcp/http_server.py
aurora_mcp/server.py
aurora_mcp/tools.py
aurora_mcp.egg-info/PKG-INFO
aurora_mcp.egg-info/SOURCES.txt
aurora_mcp.egg-info/dependency_links.txt
aurora_mcp.egg-info/entry_points.txt
aurora_mcp.egg-info/requires.txt
aurora_mcp.egg-info/top_level.txt
aurora_sdk/__init__.py
aurora_sdk/bundle.py
aurora_sdk/findings.py
aurora_sdk/jupyter.py
aurora_sdk/methods.py
aurora_sdk/notebook_export.py
aurora_sdk/runner.py
fantasyai/__init__.py
fantasyai/aurora/__init__.py
fantasyai/aurora/advanced_math_demos.py
fantasyai/aurora/advanced_models.py
fantasyai/aurora/aml_clinical_demo.py
fantasyai/aurora/analyzer.py
fantasyai/aurora/anomaly_scoring.py
fantasyai/aurora/api_runs.py
fantasyai/aurora/artifact_store.py
fantasyai/aurora/artifacts.py
fantasyai/aurora/audit.py
fantasyai/aurora/backtesting.py
fantasyai/aurora/bayes.py
fantasyai/aurora/cache.py
fantasyai/aurora/calculus.py
fantasyai/aurora/capabilities.py
fantasyai/aurora/causal_policy.py
fantasyai/aurora/causal_tools.py
fantasyai/aurora/conservation.py
fantasyai/aurora/constraints.py
fantasyai/aurora/data_collector.py
fantasyai/aurora/data_fusion.py
fantasyai/aurora/data_tools.py
fantasyai/aurora/datasets_registry.py
fantasyai/aurora/domain_config.py
fantasyai/aurora/embedding_device.py
fantasyai/aurora/embedding_store.py
fantasyai/aurora/ensemble.py
fantasyai/aurora/ensembles.py
fantasyai/aurora/experiment_lab.py
fantasyai/aurora/export.py
fantasyai/aurora/forecast_models.py
fantasyai/aurora/forecasting.py
fantasyai/aurora/global_opt.py
fantasyai/aurora/insights.py
fantasyai/aurora/math_copilot.py
fantasyai/aurora/math_lab.py
fantasyai/aurora/math_solvers.py
fantasyai/aurora/mathstack_v2.py
fantasyai/aurora/matrix_profile.py
fantasyai/aurora/metrics.py
fantasyai/aurora/ml_layer.py
fantasyai/aurora/model_selection.py
fantasyai/aurora/motif_pipeline.py
fantasyai/aurora/motifs.py
fantasyai/aurora/multiobjective.py
fantasyai/aurora/multivar.py
fantasyai/aurora/ode_solvers.py
fantasyai/aurora/paper_interpreter.py
fantasyai/aurora/pinns.py
fantasyai/aurora/problem_api.py
fantasyai/aurora/problem_features.py
fantasyai/aurora/problem_spec.py
fantasyai/aurora/public_data_adapter.py
fantasyai/aurora/reasoning.py
fantasyai/aurora/regime_detection.py
fantasyai/aurora/regime_models.py
fantasyai/aurora/regimes.py
fantasyai/aurora/relations.py
fantasyai/aurora/relationships.py
fantasyai/aurora/relationships_pipeline.py
fantasyai/aurora/reports.py
fantasyai/aurora/research_agent.py
fantasyai/aurora/research_kit.py
fantasyai/aurora/research_memory.py
fantasyai/aurora/research_memory_backup.py
fantasyai/aurora/retrieval.py
fantasyai/aurora/robust_optimization.py
fantasyai/aurora/run_registry.py
fantasyai/aurora/scenario_engine.py
fantasyai/aurora/seed_ranker.py
fantasyai/aurora/similarity.py
fantasyai/aurora/stat_models.py
fantasyai/aurora/state_builder.py
fantasyai/aurora/storycards.py
fantasyai/aurora/strategy_model.py
fantasyai/aurora/subprocess_runner.py
fantasyai/aurora/survival_models.py
fantasyai/aurora/symbolic_discovery.py
fantasyai/aurora/symbolic_regression.py
fantasyai/aurora/system_id.py
fantasyai/aurora/uncertainty.py
fantasyai/aurora/validation.py
fantasyai/aurora/agents/__init__.py
fantasyai/aurora/agents/action_agents.py
fantasyai/aurora/agents/analysis.py
fantasyai/aurora/agents/base.py
fantasyai/aurora/agents/data_acquisition.py
fantasyai/aurora/attestation/__init__.py
fantasyai/aurora/attestation/registry.py
fantasyai/aurora/attestation/verify.py
fantasyai/aurora/auth/__init__.py
fantasyai/aurora/auth/tokens.py
fantasyai/aurora/auth/usage.py
fantasyai/aurora/auth/workspaces.py
fantasyai/aurora/causal/__init__.py
fantasyai/aurora/causal/counterfactual.py
fantasyai/aurora/causal/dag.py
fantasyai/aurora/causal/do_calculus.py
fantasyai/aurora/composable/__init__.py
fantasyai/aurora/composable/applier.py
fantasyai/aurora/composable/extractor.py
fantasyai/aurora/connectors/__init__.py
fantasyai/aurora/connectors/base.py
fantasyai/aurora/connectors/bls.py
fantasyai/aurora/connectors/fred.py
fantasyai/aurora/connectors/noaa.py
fantasyai/aurora/connectors/openml.py
fantasyai/aurora/connectors/pubmed.py
fantasyai/aurora/connectors/registry.py
fantasyai/aurora/connectors/sports.py
fantasyai/aurora/connectors/usgs_earthquake.py
fantasyai/aurora/connectors/world_bank.py
fantasyai/aurora/contracts/__init__.py
fantasyai/aurora/contracts/schema_contract.py
fantasyai/aurora/decision_contract/__init__.py
fantasyai/aurora/decision_contract/schema.py
fantasyai/aurora/decision_contracts/__init__.py
fantasyai/aurora/decision_contracts/actions.py
fantasyai/aurora/decision_contracts/engine.py
fantasyai/aurora/digital_twin/__init__.py
fantasyai/aurora/digital_twin/default_twin.py
fantasyai/aurora/digital_twin/models.py
fantasyai/aurora/digital_twin/registry.py
fantasyai/aurora/digital_twin/rollout.py
fantasyai/aurora/digital_twin/state.py
fantasyai/aurora/exec/__init__.py
fantasyai/aurora/exec/task_runtime.py
fantasyai/aurora/explainers/__init__.py
fantasyai/aurora/explainers/anomaly_explainer.py
fantasyai/aurora/explainers/causal_explainer.py
fantasyai/aurora/explainers/physics_explainer.py
fantasyai/aurora/explainers/regime_explainer.py
fantasyai/aurora/io/__init__.py
fantasyai/aurora/io/loader.py
fantasyai/aurora/joins/__init__.py
fantasyai/aurora/joins/joiner.py
fantasyai/aurora/kb/__init__.py
fantasyai/aurora/kb/local_kb.py
fantasyai/aurora/kb/marketplace.py
fantasyai/aurora/kb/ingest/__init__.py
fantasyai/aurora/kb/ingest/folder_ingester.py
fantasyai/aurora/kb/ingest/pdf_ingester.py
fantasyai/aurora/kb/ingest/storage.py
fantasyai/aurora/knowledge_bank/__init__.py
fantasyai/aurora/knowledge_bank/migrate.py
fantasyai/aurora/knowledge_bank/preflight.py
fantasyai/aurora/knowledge_bank/schema.py
fantasyai/aurora/knowledge_bank/ingest/__init__.py
fantasyai/aurora/knowledge_bank/ingest/__main__.py
fantasyai/aurora/knowledge_bank/ingest/pipeline.py
fantasyai/aurora/knowledge_bank/ingest/sources/__init__.py
fantasyai/aurora/knowledge_bank/ingest/sources/fred_metadata.py
fantasyai/aurora/knowledge_bank/ingest/sources/gene_ontology.py
fantasyai/aurora/knowledge_bank/ingest/sources/nist_reference.py
fantasyai/aurora/knowledge_bank/ingest/sources/noaa_documentation.py
fantasyai/aurora/knowledge_bank/ingest/sources/seed.py
fantasyai/aurora/knowledge_bank/ingest/sources/textbook_extractor.py
fantasyai/aurora/knowledge_bank/ingest/sources/uniprot.py
fantasyai/aurora/knowledge_bank/ingest/sources/usgs_geological.py
fantasyai/aurora/knowledge_bank/ingest/sources/wikidata.py
fantasyai/aurora/knowledge_bank/ingest/sources/wikipedia_science.py
fantasyai/aurora/knowledge_bank/packs/__init__.py
fantasyai/aurora/knowledge_bank/packs/autodetect.py
fantasyai/aurora/knowledge_bank/packs/downloader.py
fantasyai/aurora/knowledge_bank/packs/installer.py
fantasyai/aurora/knowledge_bank/packs/manifest.json
fantasyai/aurora/knowledge_bank/packs/manifest.py
fantasyai/aurora/knowledge_bank/packs/registry.py
fantasyai/aurora/knowledge_bank/retrieval/__init__.py
fantasyai/aurora/knowledge_bank/retrieval/engine.py
fantasyai/aurora/knowledge_bank/storage/__init__.py
fantasyai/aurora/knowledge_bank/storage/embedder.py
fantasyai/aurora/knowledge_bank/storage/sqlite_store.py
fantasyai/aurora/knowledge_bank/storage/vector_index.py
fantasyai/aurora/learning/__init__.py
fantasyai/aurora/learning/auto_feedback.py
fantasyai/aurora/learning/feedback.py
fantasyai/aurora/learning/meta_learner.py
fantasyai/aurora/learning/store.py
fantasyai/aurora/llm/__init__.py
fantasyai/aurora/llm/_http.py
fantasyai/aurora/llm/anthropic.py
fantasyai/aurora/llm/base.py
fantasyai/aurora/llm/factory.py
fantasyai/aurora/llm/gemini.py
fantasyai/aurora/llm/generic_openai.py
fantasyai/aurora/llm/none_provider.py
fantasyai/aurora/llm/ollama.py
fantasyai/aurora/llm/openai_provider.py
fantasyai/aurora/math/causal.py
fantasyai/aurora/math/coupled_systems.py
fantasyai/aurora/math/deep_math.py
fantasyai/aurora/math/forecasting.py
fantasyai/aurora/math/optimization.py
fantasyai/aurora/math/optimize.py
fantasyai/aurora/math/pde_detection.py
fantasyai/aurora/math/physics.py
fantasyai/aurora/math/physics_discovery.py
fantasyai/aurora/math/physics_models.py
fantasyai/aurora/math/physics_state.py
fantasyai/aurora/math/physics_tier12.py
fantasyai/aurora/math/physics_v2.py
fantasyai/aurora/math/regimes.py
fantasyai/aurora/math/simulation.py
fantasyai/aurora/math/timebase.py
fantasyai/aurora/math/uncertainty.py
fantasyai/aurora/math/methods/__init__.py
fantasyai/aurora/math/methods/bocpd.py
fantasyai/aurora/math/methods/dtw.py
fantasyai/aurora/math/methods/emd.py
fantasyai/aurora/math/methods/extended_runner.py
fantasyai/aurora/math/methods/kalman.py
fantasyai/aurora/math/methods/matrix_profile_method.py
fantasyai/aurora/math/methods/robust_pca.py
fantasyai/aurora/math/methods/spectral_entropy.py
fantasyai/aurora/math/methods/var.py
fantasyai/aurora/narrative_engine/__init__.py
fantasyai/aurora/narrative_engine/engine.py
fantasyai/aurora/narrative_engine/templates.py
fantasyai/aurora/narratives/llm_narrative.py
fantasyai/aurora/physics/__init__.py
fantasyai/aurora/physics/bundle.py
fantasyai/aurora/physics/constraints.py
fantasyai/aurora/physics/forecast_projection.py
fantasyai/aurora/physics/mechanistic.py
fantasyai/aurora/physics/physics_artifacts.py
fantasyai/aurora/physics/physics_features.py
fantasyai/aurora/plugins/__init__.py
fantasyai/aurora/plugins/registry.py
fantasyai/aurora/preflight/__init__.py
fantasyai/aurora/preflight/findings.py
fantasyai/aurora/preflight/irregular_series.py
fantasyai/aurora/preflight/missingness.py
fantasyai/aurora/preflight/schema_validation.py
fantasyai/aurora/priors/__init__.py
fantasyai/aurora/priors/changelog.py
fantasyai/aurora/priors/curation.py
fantasyai/aurora/priors/matcher.py
fantasyai/aurora/priors/registry.py
fantasyai/aurora/priors/validation_log.py
fantasyai/aurora/provenance/__init__.py
fantasyai/aurora/provenance/builder.py
fantasyai/aurora/provenance/ledger.py
fantasyai/aurora/recommendations/__init__.py
fantasyai/aurora/recommendations/recommender.py
fantasyai/aurora/referential/__init__.py
fantasyai/aurora/referential/resolver.py
fantasyai/aurora/runs_library/__init__.py
fantasyai/aurora/runs_library/compare.py
fantasyai/aurora/runs_library/pinned.py
fantasyai/aurora/runs_library/share.py
fantasyai/aurora/sampling/__init__.py
fantasyai/aurora/sampling/orchestrator.py
fantasyai/aurora/sampling/replication.py
fantasyai/aurora/sampling/samplers.py
fantasyai/aurora/sampling/shape_detector.py
fantasyai/aurora/sampling/state_machine.py
fantasyai/aurora/scheduler/__init__.py
fantasyai/aurora/scheduler/__main__.py
fantasyai/aurora/scheduler/changelog.py
fantasyai/aurora/scheduler/overnight.py
fantasyai/aurora/schema/schema_contract.py
fantasyai/aurora/scripts/__init__.py
fantasyai/aurora/scripts/run_aurora_dataset_runner.py
fantasyai/aurora/stats/__init__.py
fantasyai/aurora/stats/advanced_pass.py
fantasyai/aurora/stats/bayesian.py
fantasyai/aurora/stats/bootstrap.py
fantasyai/aurora/stats/clustering.py
fantasyai/aurora/stats/compositional.py
fantasyai/aurora/stats/credibility_pass.py
fantasyai/aurora/stats/did.py
fantasyai/aurora/stats/effect_size.py
fantasyai/aurora/stats/gaussian_process.py
fantasyai/aurora/stats/granger.py
fantasyai/aurora/stats/hmm.py
fantasyai/aurora/stats/multiple_comparisons.py
fantasyai/aurora/stats/multivariate_outliers.py
fantasyai/aurora/stats/mutual_info.py
fantasyai/aurora/stats/network.py
fantasyai/aurora/stats/panel.py
fantasyai/aurora/stats/power_analysis.py
fantasyai/aurora/stats/sensitivity.py
fantasyai/aurora/stats/sindy.py
fantasyai/aurora/stats/spatial.py
fantasyai/aurora/stats/spectral.py
fantasyai/aurora/stats/survival.py
fantasyai/aurora/stats/topology.py
fantasyai/aurora/streaming/__init__.py
fantasyai/aurora/streaming/contracts_bridge.py
fantasyai/aurora/streaming/dedupe.py
fantasyai/aurora/streaming/events.py
fantasyai/aurora/streaming/rolling_window.py
fantasyai/aurora/streaming/runner.py
fantasyai/aurora/streaming/watcher.py
fantasyai/aurora/streaming/connectors/__init__.py
fantasyai/aurora/streaming/connectors/base.py
fantasyai/aurora/streaming/connectors/kafka_connector.py
fantasyai/aurora/streaming/connectors/postgres_cdc_connector.py
fantasyai/aurora/synthesis/__init__.py
fantasyai/aurora/synthesis/engine.py
fantasyai/aurora/synthesis/equation_translator.py
fantasyai/aurora/synthesis/matcher.py
fantasyai/aurora/synthesis/rag.py
fantasyai/aurora/synthesis/slot_extractor.py
fantasyai/aurora/synthesis/domain_libraries/bio_context.json
fantasyai/aurora/synthesis/domain_libraries/economics_context.json
fantasyai/aurora/synthesis/domain_libraries/enviro_context.json
fantasyai/aurora/synthesis/domain_libraries/finance_context.json
fantasyai/aurora/synthesis/domain_libraries/industrial_context.json
fantasyai/aurora/synthesis/domain_libraries/logistics_context.json
fantasyai/aurora/synthesis/domain_libraries/medical_context.json
fantasyai/aurora/synthesis/domain_libraries/research_context.json
fantasyai/aurora/synthesis/domain_libraries/sports_context.json
fantasyai/aurora/synthesis/equation_translations/ar1.json
fantasyai/aurora/synthesis/equation_translations/ar2.json
fantasyai/aurora/synthesis/equation_translations/arma.json
fantasyai/aurora/synthesis/equation_translations/damped_harmonic.json
fantasyai/aurora/synthesis/equation_translations/exponential_decay.json
fantasyai/aurora/synthesis/equation_translations/hill_function.json
fantasyai/aurora/synthesis/equation_translations/linear_trend.json
fantasyai/aurora/synthesis/equation_translations/logistic_growth.json
fantasyai/aurora/synthesis/equation_translations/mean_reverting.json
fantasyai/aurora/synthesis/equation_translations/pierson_moskowitz.json
fantasyai/aurora/synthesis/equation_translations/power_law.json
fantasyai/aurora/synthesis/templates/advanced.json
fantasyai/aurora/synthesis/templates/bio.json
fantasyai/aurora/synthesis/templates/economics.json
fantasyai/aurora/synthesis/templates/enviro.json
fantasyai/aurora/synthesis/templates/finance.json
fantasyai/aurora/synthesis/templates/generic.json
fantasyai/aurora/synthesis/templates/industrial.json
fantasyai/aurora/synthesis/templates/logistics.json
fantasyai/aurora/synthesis/templates/medical.json
fantasyai/aurora/synthesis/templates/research.json
fantasyai/aurora/synthesis/templates/sports.json
fantasyai/aurora/system_model/__init__.py
fantasyai/aurora/system_model/evolution.py
fantasyai/aurora/system_model/instantiator.py
fantasyai/aurora/system_model/intervention.py
fantasyai/aurora/system_model/narrator.py
fantasyai/aurora/system_model/schema.py
fantasyai/aurora/system_model/simulator.py
fantasyai/aurora/system_model/spacetime.py
fantasyai/aurora/system_model/templates_loader.py
fantasyai/aurora/system_model/templates/economics/v1.json
fantasyai/aurora/system_model/templates/enviro/v1.json
fantasyai/aurora/system_model/templates/finance/v1.json
fantasyai/aurora/system_model/templates/industrial/v1.json
fantasyai/aurora/system_model/templates/logistics/v1.json
fantasyai/aurora/system_model/templates/medical/v1.json
fantasyai/aurora/system_model/templates/ops/v1.json
fantasyai/aurora/system_model/templates/research/v1.json
fantasyai/aurora/system_model/templates/seismology/v1.json
fantasyai/aurora/system_model/templates/sports/v1.json
fantasyai/aurora/units/__init__.py
fantasyai/aurora/units/dimensions.py
fantasyai/aurora/units/inference.py
fantasyai/aurora/units/matcher.py
fantasyai/aurora/viz/__init__.py
fantasyai/aurora/viz/style.py
fantasyai/aurora/whatif/__init__.py
fantasyai/aurora/whatif/parser.py
fantasyai/aurora/whatif/simulator.py
fantasyai/aurora/whatif/spec.py
tests/test_advanced_pass_hardening.py
tests/test_agents.py
tests/test_anomalies_math_results_fallback.py
tests/test_anomaly_count_and_domains.py
tests/test_atom_1_1_top_n.py
tests/test_atom_2_2_network_shape.py
tests/test_atom_2_templates.py
tests/test_atom_3_1_seed_ranker.py
tests/test_atom_3_2_seed_backend.py
tests/test_atom_3_4_copilot_seed.py
tests/test_atom_4_1_scheduler.py
tests/test_atom_4_2_validation_loop.py
tests/test_atom_4_3_4_4_learning_pages.py
tests/test_atom_4_5_new_connectors.py
tests/test_aurora_jupyter.py
tests/test_aurora_mcp.py
tests/test_aurora_sdk.py
tests/test_auth_workspaces.py
tests/test_auto_feedback.py
tests/test_calculus.py
tests/test_connectors.py
tests/test_contract_action_types.py
tests/test_coupled_systems.py
tests/test_curation_and_recommendations.py
tests/test_decision_contract.py
tests/test_decision_contracts.py
tests/test_deep_math_perf.py
tests/test_demos_scaffolding.py
tests/test_embedder_device.py
tests/test_explainers.py
tests/test_flow_fix_f1_dataset_profile.py
tests/test_flow_fix_f2_no_implicit_runs.py
tests/test_flow_fix_f3_atomic_repaint.py
tests/test_hardening_acceptance.py
tests/test_intervention_simulator.py
tests/test_json_sanitizer.py
tests/test_kb_brief5.py
tests/test_kb_packs.py
tests/test_kb_schema_migration.py
tests/test_kb_vector_rebuild.py
tests/test_knowledge_bank.py
tests/test_learning.py
tests/test_llm_providers.py
tests/test_math_physics_models.py
tests/test_matrix_profile.py
tests/test_mcp_http_transport.py
tests/test_new_methods.py
tests/test_pde_detection.py
tests/test_perf_gates.py
tests/test_phase1_polish.py
tests/test_phase2_build.py
tests/test_preflight.py
tests/test_priors_and_new_explainers.py
tests/test_provenance.py
tests/test_q2_causal_inference.py
tests/test_q2_kb_attest_market_embed.py
tests/test_q2_streaming_connectors.py
tests/test_q3_composable_joins_plugins.py
tests/test_rag_regression.py
tests/test_referential.py
tests/test_research_kit.py
tests/test_robustness.py
tests/test_run_async.py
tests/test_run_lifecycle_hardening.py
tests/test_runner_argparse_hotfix.py
tests/test_runner_json_sanitizer.py
tests/test_runner_time_axis_detection.py
tests/test_runs_library.py
tests/test_sampling.py
tests/test_sdk_methods_namespace.py
tests/test_state_json_clean.py
tests/test_stats_brief3.py
tests/test_stats_wave_a.py
tests/test_stats_wave_b.py
tests/test_stats_wave_c.py
tests/test_stats_waves_d_e_f.py
tests/test_streaming.py
tests/test_streaming_phase2.py
tests/test_symbolic_discovery.py
tests/test_synthesis_engine.py
tests/test_system_model.py
tests/test_v1_2_frontend_wiring.py
tests/test_v5_b1_spacetime_enrichment.py
tests/test_v5_b2_cones_phase_resonances.py
tests/test_v5_frontend_audit.py
tests/test_v5_polish.py
tests/test_validation_log.py
tests/test_whatif.py