Index

_

__init__() (hiphopsllm.architecture.acyclic.CycleReport method) (hiphopsllm.architecture.extract.LangGraphExtractor method) (hiphopsllm.architecture.model.Component method) (hiphopsllm.architecture.model.Connection method) (hiphopsllm.architecture.model.RawGraph method) (hiphopsllm.architecture.model.SystemModel method) (hiphopsllm.bayes.cpt.CPT method) (hiphopsllm.bayes.cpt.CPTBuilder method) (hiphopsllm.bayes.cpt.CPTSet method) (hiphopsllm.bayes.learn.LearnedCPT method) (hiphopsllm.bayes.network.BayesianNetwork method) (hiphopsllm.bayes.network.Envelope method) (hiphopsllm.bayes.network.ImpreciseBayesianNetwork method) (hiphopsllm.bayes.viz.BayesNetView method) (hiphopsllm.faulttree.analysis.CutSetResult method) (hiphopsllm.faulttree.analysis.Quantification method) (hiphopsllm.faulttree.analysis.TreeAnalysis method) (hiphopsllm.faulttree.failure.And method) (hiphopsllm.faulttree.failure.BasicEvent method) (hiphopsllm.faulttree.failure.BasicEventRef method) (hiphopsllm.faulttree.failure.ComponentFailureLogic method) (hiphopsllm.faulttree.failure.Const method) (hiphopsllm.faulttree.failure.Deviation method) (hiphopsllm.faulttree.failure.DevRef method) (hiphopsllm.faulttree.failure.FailureModel method) (hiphopsllm.faulttree.failure.Or method) (hiphopsllm.faulttree.synthesis.FaultTree method) (hiphopsllm.faulttree.synthesis.FTNode method) (hiphopsllm.faulttree.synthesis.Hazard method) (hiphopsllm.io.examples.ExampleSpec method) (hiphopsllm.io.n8n.N8nBlock method) (hiphopsllm.io.n8n.N8nWorkflow method) (hiphopsllm.pipeline.AgenticReliabilityStudy method) (hiphopsllm.reliability.calibration.CalibrationReport method) (hiphopsllm.reliability.calibration.ComponentEvidence method) (hiphopsllm.reliability.calibration.EvidenceCalibrator method) (hiphopsllm.reliability.profile.OperationalProfile method) (hiphopsllm.report.SafetyReport method)

__new__() (hiphopsllm.architecture.model.Role method) (hiphopsllm.bayes.cpt.GateType method) (hiphopsllm.faulttree.failure.FClass method)

A

add() (hiphopsllm.bayes.cpt.CPTSet method) add_event() (hiphopsllm.faulttree.failure.ComponentFailureLogic method) AgenticReliabilityStudy (class in hiphopsllm.pipeline) AGGREGATOR (hiphopsllm.architecture.model.Role attribute) alpha (hiphopsllm.bayes.learn.LearnedCPT attribute) analyse() (hiphopsllm.io.n8n.N8nWorkflow method) (hiphopsllm.pipeline.AgenticReliabilityStudy method) analyse_langgraph() (in module hiphopsllm.report) analyse_n8n() (in module hiphopsllm.io.n8n) analyse_tree() (in module hiphopsllm.faulttree.analysis)

analyses (hiphopsllm.report.SafetyReport attribute) analysis() (hiphopsllm.report.SafetyReport method) And (class in hiphopsllm.faulttree.failure) AND (hiphopsllm.bayes.cpt.GateType attribute) AND() (in module hiphopsllm.faulttree.failure) annotate_system() (in module hiphopsllm.faulttree.failure) annotations (hiphopsllm.bayes.viz.BayesNetView attribute) apply() (hiphopsllm.reliability.calibration.EvidenceCalibrator method) architecture_table() (hiphopsllm.architecture.model.SystemModel method) as_tuple() (hiphopsllm.bayes.network.Envelope method) attached_to (hiphopsllm.io.n8n.N8nBlock attribute)

B

back_edges (hiphopsllm.architecture.acyclic.CycleReport attribute) backend (hiphopsllm.bayes.viz.BayesNetView attribute) baseline_prob (hiphopsllm.faulttree.failure.BasicEvent attribute) basic_event_ids() (hiphopsllm.faulttree.synthesis.FaultTree method) basic_events (hiphopsllm.bayes.network.BayesianNetwork property) BasicEvent (class in hiphopsllm.faulttree.failure) BasicEventRef (class in hiphopsllm.faulttree.failure) BayesianNetwork (class in hiphopsllm.bayes.network) bayesnet() (hiphopsllm.pipeline.AgenticReliabilityStudy method) (hiphopsllm.report.SafetyReport method)

BayesNetView (class in hiphopsllm.bayes.viz) blocks (hiphopsllm.io.n8n.N8nWorkflow attribute) bound (hiphopsllm.bayes.cpt.CPTBuilder attribute) (hiphopsllm.pipeline.AgenticReliabilityStudy attribute) (hiphopsllm.reliability.calibration.EvidenceCalibrator attribute) branches (hiphopsllm.architecture.model.Component attribute) build() (hiphopsllm.bayes.cpt.CPTBuilder method) by_order() (hiphopsllm.faulttree.analysis.CutSetResult method) by_role() (hiphopsllm.architecture.model.SystemModel method) by_stratum (hiphopsllm.reliability.calibration.ComponentEvidence attribute)

C

calibrate() (hiphopsllm.pipeline.AgenticReliabilityStudy method) calibrate_failure_model() (in module hiphopsllm.reliability.calibration) calibration (hiphopsllm.pipeline.AgenticReliabilityStudy attribute) CalibrationReport (class in hiphopsllm.reliability.calibration) ccf_groups (hiphopsllm.faulttree.failure.FailureModel attribute) children (hiphopsllm.faulttree.synthesis.FTNode attribute) classes (hiphopsllm.reliability.calibration.EvidenceCalibrator attribute) coerce() (hiphopsllm.reliability.profile.OperationalProfile class method) COMMISSION (hiphopsllm.faulttree.failure.FClass attribute) common_cause_groups() (hiphopsllm.architecture.model.SystemModel method) compare_with_cutsets() (hiphopsllm.bayes.network.BayesianNetwork method) (in module hiphopsllm.bayes.network) Component (class in hiphopsllm.architecture.model) component (hiphopsllm.faulttree.failure.BasicEvent attribute) (hiphopsllm.faulttree.failure.ComponentFailureLogic attribute) (hiphopsllm.faulttree.failure.Deviation attribute) (hiphopsllm.faulttree.failure.DevRef attribute) (hiphopsllm.faulttree.synthesis.FTNode attribute) (hiphopsllm.reliability.calibration.ComponentEvidence attribute) component() (hiphopsllm.architecture.model.SystemModel method) ComponentEvidence (class in hiphopsllm.reliability.calibration) ComponentFailureLogic (class in hiphopsllm.faulttree.failure) components (hiphopsllm.architecture.model.SystemModel attribute) conditional (hiphopsllm.architecture.model.Connection attribute) Connection (class in hiphopsllm.architecture.model) connection_events (hiphopsllm.faulttree.failure.FailureModel attribute) connection_kind (hiphopsllm.io.n8n.N8nBlock attribute)

connections (hiphopsllm.architecture.model.SystemModel attribute) Const (class in hiphopsllm.faulttree.failure) containing() (hiphopsllm.faulttree.analysis.CutSetResult method) contains() (hiphopsllm.bayes.network.Envelope method) counts (hiphopsllm.bayes.learn.LearnedCPT attribute) coverage (hiphopsllm.bayes.learn.LearnedCPT property) CPT (class in hiphopsllm.bayes.cpt) cpt (hiphopsllm.bayes.learn.LearnedCPT attribute) CPTBuilder (class in hiphopsllm.bayes.cpt) CPTLearningError cpts (hiphopsllm.bayes.cpt.CPTSet attribute) (hiphopsllm.bayes.network.BayesianNetwork attribute) cpts() (hiphopsllm.pipeline.AgenticReliabilityStudy method) CPTSet (class in hiphopsllm.bayes.cpt) credentials (hiphopsllm.io.n8n.N8nBlock attribute) credible_level (hiphopsllm.pipeline.AgenticReliabilityStudy attribute) (hiphopsllm.reliability.calibration.EvidenceCalibrator attribute) cross_check() (hiphopsllm.bayes.network.BayesianNetwork method) cut_set_probability (hiphopsllm.faulttree.analysis.Quantification attribute) cut_sets() (hiphopsllm.pipeline.AgenticReliabilityStudy method) (hiphopsllm.report.SafetyReport method) (in module hiphopsllm.faulttree.analysis) cuts (hiphopsllm.faulttree.analysis.TreeAnalysis attribute) CutSetResult (class in hiphopsllm.faulttree.analysis) cycle_report (hiphopsllm.report.SafetyReport attribute) CycleReport (class in hiphopsllm.architecture.acyclic) cycles (hiphopsllm.architecture.acyclic.CycleReport attribute)

D

dataset_proportional_profile() (in module hiphopsllm.reliability.profile) default_hazards() (in module hiphopsllm.faulttree.synthesis) default_prob (hiphopsllm.bayes.cpt.CPTBuilder attribute) depth() (hiphopsllm.faulttree.synthesis.FaultTree method) describe_deviation() (in module hiphopsllm.faulttree.synthesis) describe_examples() (in module hiphopsllm.io.examples) description (hiphopsllm.faulttree.synthesis.Hazard attribute) detail (hiphopsllm.faulttree.synthesis.FTNode attribute) detection (hiphopsllm.faulttree.synthesis.Hazard attribute) deterministic_gate_cpt() (in module hiphopsllm.bayes.cpt)

Deviation (class in hiphopsllm.faulttree.failure) deviation (hiphopsllm.faulttree.failure.DevRef property) (hiphopsllm.faulttree.synthesis.FTNode attribute) deviations (hiphopsllm.faulttree.synthesis.Hazard attribute) DevRef (class in hiphopsllm.faulttree.failure) display() (hiphopsllm.report.SafetyReport method) display_architecture() (hiphopsllm.report.SafetyReport method) display_fault_tree() (in module hiphopsllm.report) distribute_union() (in module hiphopsllm.reliability.calibration) dst (hiphopsllm.architecture.model.Connection attribute) dst_port (hiphopsllm.architecture.model.Connection attribute)

E

EARLY (hiphopsllm.faulttree.failure.FClass attribute) edges (hiphopsllm.architecture.model.RawGraph attribute) (hiphopsllm.io.n8n.N8nWorkflow attribute) empirical (hiphopsllm.reliability.calibration.ComponentEvidence attribute) empirical_profile() (in module hiphopsllm.reliability.profile) entropy_to_fail_prob() (in module hiphopsllm.faulttree.failure) Envelope (class in hiphopsllm.bayes.network) envelope() (hiphopsllm.bayes.network.ImpreciseBayesianNetwork method) event() (hiphopsllm.faulttree.failure.FailureModel method) event_id (hiphopsllm.faulttree.failure.BasicEventRef attribute) (hiphopsllm.faulttree.synthesis.FTNode attribute) event_variable (hiphopsllm.bayes.cpt.CPTSet attribute) events (hiphopsllm.faulttree.failure.ComponentFailureLogic attribute) (hiphopsllm.faulttree.failure.FailureModel attribute) (hiphopsllm.faulttree.synthesis.FaultTree attribute) events() (hiphopsllm.faulttree.failure.And method) (hiphopsllm.faulttree.failure.BasicEventRef method) (hiphopsllm.faulttree.failure.Expr method) (hiphopsllm.faulttree.failure.Or method)

evidence (hiphopsllm.bayes.cpt.CPT attribute) (hiphopsllm.bayes.viz.BayesNetView attribute) (hiphopsllm.faulttree.failure.BasicEvent attribute) (hiphopsllm.pipeline.AgenticReliabilityStudy attribute) (hiphopsllm.reliability.calibration.CalibrationReport attribute) evidence_frame() (hiphopsllm.reliability.calibration.CalibrationReport method) evidence_posterior() (hiphopsllm.bayes.network.BayesianNetwork method) evidence_string() (hiphopsllm.reliability.calibration.ComponentEvidence method) EvidenceCalibrator (class in hiphopsllm.reliability.calibration) exact (hiphopsllm.reliability.calibration.EvidenceCalibrator attribute) exact_inference (hiphopsllm.pipeline.AgenticReliabilityStudy attribute) exact_top_probability() (in module hiphopsllm.bayes.network) ExampleSpec (class in hiphopsllm.io.examples) expected() (hiphopsllm.reliability.profile.OperationalProfile method) Expr (class in hiphopsllm.faulttree.failure) expression() (hiphopsllm.faulttree.failure.FailureModel method) extra_logic() (hiphopsllm.io.n8n.N8nWorkflow method) extract() (hiphopsllm.architecture.extract.LangGraphExtractor method) extract_acyclic() (hiphopsllm.architecture.extract.LangGraphExtractor method) extract_architecture() (in module hiphopsllm.architecture.model)

F

FAIL (in module hiphopsllm.bayes.cpt) failure_model (hiphopsllm.pipeline.AgenticReliabilityStudy property) (hiphopsllm.report.SafetyReport attribute) FailureModel (class in hiphopsllm.faulttree.failure) fan_in (hiphopsllm.architecture.model.Connection attribute) fault_tree_to_bayesnet() (in module hiphopsllm.bayes.network) fault_tree_to_cpts() (in module hiphopsllm.bayes.cpt) FaultTree (class in hiphopsllm.faulttree.synthesis) FClass (class in hiphopsllm.faulttree.failure) fclass (hiphopsllm.faulttree.failure.BasicEvent attribute) (hiphopsllm.faulttree.failure.Deviation attribute) (hiphopsllm.faulttree.failure.DevRef attribute) FEEDBACK (hiphopsllm.architecture.model.Role attribute) feedback_components (hiphopsllm.architecture.acyclic.CycleReport attribute)

figsize (hiphopsllm.bayes.viz.BayesNetView attribute) figure() (hiphopsllm.bayes.viz.BayesNetView method) filename (hiphopsllm.io.examples.ExampleSpec attribute) find_back_edges() (in module hiphopsllm.architecture.acyclic) find_cycles() (in module hiphopsllm.architecture.acyclic) fit_component() (hiphopsllm.reliability.calibration.EvidenceCalibrator method) fit_cpts() (in module hiphopsllm.bayes.learn) fit_many() (hiphopsllm.reliability.calibration.EvidenceCalibrator method) flags() (hiphopsllm.io.n8n.N8nBlock method) fmea() (hiphopsllm.pipeline.AgenticReliabilityStudy method) (hiphopsllm.report.SafetyReport method) fmea_table() (in module hiphopsllm.faulttree.analysis) from_fault_tree() (hiphopsllm.bayes.network.BayesianNetwork class method) from_spec() (hiphopsllm.architecture.model.SystemModel class method) FTNode (class in hiphopsllm.faulttree.synthesis)

G

gate (hiphopsllm.bayes.cpt.CPT attribute) (hiphopsllm.faulttree.synthesis.FTNode attribute) GateType (class in hiphopsllm.bayes.cpt)

globals_ns (hiphopsllm.architecture.extract.LangGraphExtractor attribute) (hiphopsllm.pipeline.AgenticReliabilityStudy attribute) graph (hiphopsllm.pipeline.AgenticReliabilityStudy attribute) graphviz_available() (in module hiphopsllm.bayes.viz)

H

had_cycles (hiphopsllm.architecture.acyclic.CycleReport property) Hazard (class in hiphopsllm.faulttree.synthesis) hazard (hiphopsllm.faulttree.synthesis.FaultTree attribute) hazard_probability() (hiphopsllm.pipeline.AgenticReliabilityStudy method) hazards (hiphopsllm.pipeline.AgenticReliabilityStudy attribute) (hiphopsllm.report.SafetyReport attribute) hazards() (hiphopsllm.io.n8n.N8nWorkflow method) hazards_found() (hiphopsllm.pipeline.AgenticReliabilityStudy method) hiphopsllm.architecture module hiphopsllm.architecture.acyclic module hiphopsllm.architecture.extract module hiphopsllm.architecture.model module hiphopsllm.bayes module hiphopsllm.bayes.cpt module hiphopsllm.bayes.learn module hiphopsllm.bayes.network module hiphopsllm.bayes.viz module hiphopsllm.faulttree module

hiphopsllm.faulttree.analysis module hiphopsllm.faulttree.export module hiphopsllm.faulttree.failure module hiphopsllm.faulttree.synthesis module hiphopsllm.io.examples module hiphopsllm.io.n8n module hiphopsllm.pipeline module hiphopsllm.reliability module hiphopsllm.reliability.calibration module hiphopsllm.reliability.hipllm module hiphopsllm.reliability.profile module hiphopsllm.report module hiphopsllm.viz.plots module host_resource (hiphopsllm.io.n8n.N8nWorkflow attribute)

I

id (hiphopsllm.architecture.model.Component attribute) (hiphopsllm.architecture.model.Connection property) (hiphopsllm.faulttree.failure.BasicEvent attribute) (hiphopsllm.faulttree.failure.Deviation property) (hiphopsllm.faulttree.synthesis.FaultTree attribute) (hiphopsllm.faulttree.synthesis.FTNode attribute) (hiphopsllm.faulttree.synthesis.Hazard attribute) importance (hiphopsllm.faulttree.analysis.TreeAnalysis attribute) importance() (in module hiphopsllm.faulttree.analysis) imprecise (hiphopsllm.faulttree.analysis.Quantification attribute)

imprecise_bayesnet() (hiphopsllm.pipeline.AgenticReliabilityStudy method) imprecise_from_fault_tree() (hiphopsllm.bayes.network.BayesianNetwork class method) ImpreciseBayesianNetwork (class in hiphopsllm.bayes.network) incoming() (hiphopsllm.architecture.model.SystemModel method) interval (hiphopsllm.faulttree.failure.BasicEvent property) (hiphopsllm.reliability.calibration.ComponentEvidence attribute) is_acyclic() (in module hiphopsllm.architecture.acyclic) is_boundary (hiphopsllm.architecture.model.Component property) is_leaf (hiphopsllm.faulttree.synthesis.FTNode property) is_root (hiphopsllm.bayes.cpt.CPT property) items() (hiphopsllm.reliability.profile.OperationalProfile method)

K

k_of_n_cpt() (in module hiphopsllm.bayes.cpt) key (hiphopsllm.io.examples.ExampleSpec attribute) kind (hiphopsllm.bayes.cpt.CPT attribute) (hiphopsllm.faulttree.failure.BasicEvent attribute) (hiphopsllm.io.n8n.N8nBlock attribute)

KOFN (hiphopsllm.bayes.cpt.GateType attribute)

L

label (hiphopsllm.architecture.model.Component attribute) (hiphopsllm.architecture.model.Connection attribute) (hiphopsllm.bayes.cpt.CPT attribute) (hiphopsllm.faulttree.failure.BasicEvent attribute) (hiphopsllm.faulttree.synthesis.FTNode attribute) (hiphopsllm.faulttree.synthesis.Hazard property) labels (hiphopsllm.reliability.profile.OperationalProfile property) LangGraphExtractor (class in hiphopsllm.architecture.extract) LATE (hiphopsllm.faulttree.failure.FClass attribute) leak (hiphopsllm.bayes.cpt.CPTBuilder attribute) learn_cpt() (in module hiphopsllm.bayes.learn) learn_gate() (in module hiphopsllm.bayes.learn) LearnedCPT (class in hiphopsllm.bayes.learn)

leaves() (hiphopsllm.faulttree.synthesis.FaultTree method) ledger() (hiphopsllm.io.n8n.N8nWorkflow method) ledger_frame() (hiphopsllm.io.n8n.N8nWorkflow method) ledger_markdown() (hiphopsllm.io.n8n.N8nWorkflow method) link_probability (hiphopsllm.bayes.cpt.CPTBuilder attribute) LLM_AGENT (hiphopsllm.architecture.model.Role attribute) load_example() (in module hiphopsllm.io.examples) load_n8n() (in module hiphopsllm.io.n8n) load_outcomes() (in module hiphopsllm.io.examples) logic (hiphopsllm.faulttree.failure.ComponentFailureLogic attribute) (hiphopsllm.faulttree.failure.FailureModel attribute) lower (hiphopsllm.bayes.network.Envelope attribute) (hiphopsllm.bayes.network.ImpreciseBayesianNetwork attribute)

M

make_acyclic() (in module hiphopsllm.architecture.acyclic) map_uncertainty() (in module hiphopsllm.report) markdown() (hiphopsllm.report.SafetyReport method) markdown_report() (in module hiphopsllm.faulttree.export) materialise_routers (hiphopsllm.architecture.extract.LangGraphExtractor attribute) max_gate_inputs (hiphopsllm.bayes.cpt.CPTBuilder attribute) MAX_GATE_INPUTS (in module hiphopsllm.bayes.cpt) max_label (hiphopsllm.bayes.viz.BayesNetView attribute) max_order (hiphopsllm.faulttree.analysis.CutSetResult attribute) mermaid() (hiphopsllm.report.SafetyReport method) metadata (hiphopsllm.architecture.model.Component attribute) (hiphopsllm.architecture.model.SystemModel attribute) method (hiphopsllm.faulttree.analysis.Quantification attribute) (hiphopsllm.reliability.calibration.ComponentEvidence attribute) midpoint (hiphopsllm.bayes.network.Envelope property) mitigation (hiphopsllm.faulttree.failure.BasicEvent attribute) model_authored_args (hiphopsllm.io.n8n.N8nBlock attribute) module hiphopsllm.architecture hiphopsllm.architecture.acyclic hiphopsllm.architecture.extract hiphopsllm.architecture.model hiphopsllm.bayes hiphopsllm.bayes.cpt hiphopsllm.bayes.learn hiphopsllm.bayes.network hiphopsllm.bayes.viz hiphopsllm.faulttree hiphopsllm.faulttree.analysis hiphopsllm.faulttree.export hiphopsllm.faulttree.failure hiphopsllm.faulttree.synthesis hiphopsllm.io.examples hiphopsllm.io.n8n hiphopsllm.pipeline hiphopsllm.reliability hiphopsllm.reliability.calibration hiphopsllm.reliability.hipllm hiphopsllm.reliability.profile hiphopsllm.report hiphopsllm.viz.plots

most_probable_explanation() (hiphopsllm.bayes.network.BayesianNetwork method)

N

n8n_study() (in module hiphopsllm.io.n8n) n8n_to_spec() (in module hiphopsllm.io.n8n) N8nBlock (class in hiphopsllm.io.n8n) N8nWorkflow (class in hiphopsllm.io.n8n) n_failures (hiphopsllm.reliability.calibration.ComponentEvidence attribute) n_observations (hiphopsllm.bayes.learn.LearnedCPT property) n_rows (hiphopsllm.bayes.cpt.CPT property) n_trials (hiphopsllm.reliability.calibration.ComponentEvidence attribute) n_updated (hiphopsllm.reliability.calibration.CalibrationReport property) name (hiphopsllm.architecture.model.RawGraph attribute) (hiphopsllm.architecture.model.SystemModel attribute) (hiphopsllm.bayes.cpt.CPTSet attribute) (hiphopsllm.bayes.network.BayesianNetwork attribute) (hiphopsllm.bayes.network.ImpreciseBayesianNetwork property) (hiphopsllm.faulttree.synthesis.FaultTree attribute) (hiphopsllm.faulttree.synthesis.Hazard attribute) (hiphopsllm.io.n8n.N8nBlock attribute) (hiphopsllm.io.n8n.N8nWorkflow attribute) (hiphopsllm.pipeline.AgenticReliabilityStudy attribute) (hiphopsllm.reliability.profile.OperationalProfile attribute) (hiphopsllm.report.SafetyReport attribute) net (hiphopsllm.bayes.network.BayesianNetwork property) network (hiphopsllm.bayes.viz.BayesNetView attribute) node() (hiphopsllm.faulttree.synthesis.FaultTree method)

node_functions (hiphopsllm.architecture.extract.LangGraphExtractor attribute) (hiphopsllm.pipeline.AgenticReliabilityStudy attribute) node_id (hiphopsllm.bayes.cpt.CPT attribute) node_meta (hiphopsllm.architecture.model.RawGraph attribute) node_of (hiphopsllm.bayes.cpt.CPTSet attribute) node_type (hiphopsllm.io.n8n.N8nBlock attribute) nodes (hiphopsllm.architecture.model.RawGraph attribute) (hiphopsllm.faulttree.synthesis.FaultTree attribute) NOISY_AND (hiphopsllm.bayes.cpt.GateType attribute) NOISY_OR (hiphopsllm.bayes.cpt.GateType attribute) noisy_or_cpt() (in module hiphopsllm.bayes.cpt) normalise (hiphopsllm.reliability.profile.OperationalProfile attribute) notes (hiphopsllm.architecture.acyclic.CycleReport attribute) (hiphopsllm.architecture.model.Component attribute) (hiphopsllm.bayes.cpt.CPTSet attribute) (hiphopsllm.faulttree.analysis.CutSetResult attribute) (hiphopsllm.faulttree.analysis.Quantification attribute) (hiphopsllm.faulttree.failure.ComponentFailureLogic attribute) (hiphopsllm.faulttree.failure.FailureModel attribute) (hiphopsllm.faulttree.synthesis.FaultTree attribute) (hiphopsllm.io.n8n.N8nBlock attribute) (hiphopsllm.io.n8n.N8nWorkflow attribute) (hiphopsllm.reliability.calibration.CalibrationReport attribute) ntype (hiphopsllm.faulttree.synthesis.FTNode attribute)

O

observe() (hiphopsllm.pipeline.AgenticReliabilityStudy method) OK (in module hiphopsllm.bayes.cpt) OMISSION (hiphopsllm.faulttree.failure.FClass attribute) operational_failure (hiphopsllm.pipeline.AgenticReliabilityStudy attribute) operational_reliability() (hiphopsllm.pipeline.AgenticReliabilityStudy method) OperationalProfile (class in hiphopsllm.reliability.profile)

Or (class in hiphopsllm.faulttree.failure) OR (hiphopsllm.bayes.cpt.GateType attribute) OR() (in module hiphopsllm.faulttree.failure) order (hiphopsllm.bayes.cpt.CPTSet attribute) order_1() (hiphopsllm.faulttree.analysis.CutSetResult method) outgoing() (hiphopsllm.architecture.model.SystemModel method)

P

p_fail() (hiphopsllm.bayes.network.BayesianNetwork method) PALETTE (in module hiphopsllm.bayes.viz) parallel (hiphopsllm.architecture.model.Connection attribute) parent_count() (hiphopsllm.faulttree.synthesis.FaultTree method) parents (hiphopsllm.bayes.cpt.CPT attribute) parents_of() (hiphopsllm.bayes.cpt.CPTSet method) parse_mermaid() (in module hiphopsllm.architecture.model) PASS (hiphopsllm.bayes.cpt.GateType attribute) plot() (hiphopsllm.pipeline.AgenticReliabilityStudy method) plot_architecture() (hiphopsllm.pipeline.AgenticReliabilityStudy method) (in module hiphopsllm.viz.plots) plot_cutset_orders() (hiphopsllm.pipeline.AgenticReliabilityStudy method) (in module hiphopsllm.viz.plots) plot_fault_tree() (in module hiphopsllm.viz.plots) plot_importance() (hiphopsllm.pipeline.AgenticReliabilityStudy method) (in module hiphopsllm.viz.plots) point (hiphopsllm.reliability.calibration.ComponentEvidence attribute) (hiphopsllm.reliability.calibration.EvidenceCalibrator attribute) policy (hiphopsllm.reliability.calibration.EvidenceCalibrator attribute) port (hiphopsllm.faulttree.failure.Deviation attribute) (hiphopsllm.faulttree.failure.DevRef attribute)

port_in() (hiphopsllm.architecture.model.Component method) port_kind (hiphopsllm.faulttree.synthesis.FTNode attribute) port_out() (hiphopsllm.architecture.model.Component method) ports_in (hiphopsllm.architecture.model.Component attribute) ports_out (hiphopsllm.architecture.model.Component attribute) posterior (hiphopsllm.reliability.calibration.ComponentEvidence attribute) posterior() (hiphopsllm.bayes.network.BayesianNetwork method) posterior_envelopes() (hiphopsllm.bayes.network.ImpreciseBayesianNetwork method) posteriors() (hiphopsllm.bayes.network.BayesianNetwork method) predecessors() (hiphopsllm.architecture.model.SystemModel method) prior_cpt() (in module hiphopsllm.bayes.cpt) prior_dominated_rows (hiphopsllm.bayes.learn.LearnedCPT property) prior_fail (hiphopsllm.bayes.cpt.CPT property) priors (hiphopsllm.bayes.cpt.CPTSet property) prob (hiphopsllm.faulttree.failure.BasicEvent attribute) prob_interval (hiphopsllm.faulttree.failure.BasicEvent attribute) probability() (hiphopsllm.bayes.cpt.CPTBuilder method) profile (hiphopsllm.pipeline.AgenticReliabilityStudy attribute) (hiphopsllm.reliability.calibration.ComponentEvidence attribute) (hiphopsllm.reliability.calibration.EvidenceCalibrator attribute) provenance (hiphopsllm.reliability.profile.OperationalProfile attribute) PyAgrumUnavailable

Q

quant (hiphopsllm.faulttree.analysis.TreeAnalysis attribute)

Quantification (class in hiphopsllm.faulttree.analysis) quantify() (in module hiphopsllm.faulttree.analysis)

R

rare_event_sum (hiphopsllm.faulttree.analysis.Quantification attribute) rationale (hiphopsllm.faulttree.failure.BasicEvent attribute) raw (hiphopsllm.io.n8n.N8nWorkflow attribute) raw_from_spec() (in module hiphopsllm.architecture.model) raw_trees (hiphopsllm.report.SafetyReport attribute) RawGraph (class in hiphopsllm.architecture.model) READ_ONLY_OPERATIONS (in module hiphopsllm.io.n8n) refs() (hiphopsllm.faulttree.failure.And method) (hiphopsllm.faulttree.failure.DevRef method) (hiphopsllm.faulttree.failure.Expr method) (hiphopsllm.faulttree.failure.Or method) reliability() (hiphopsllm.reliability.calibration.ComponentEvidence method) repeat_of (hiphopsllm.faulttree.synthesis.FTNode attribute) replicated (hiphopsllm.architecture.acyclic.CycleReport attribute) report (hiphopsllm.pipeline.AgenticReliabilityStudy attribute) resolve() (hiphopsllm.bayes.cpt.CPTSet method) (hiphopsllm.bayes.network.BayesianNetwork method) resolved_backend (hiphopsllm.bayes.viz.BayesNetView property) resource_overrides (hiphopsllm.architecture.extract.LangGraphExtractor attribute) (hiphopsllm.pipeline.AgenticReliabilityStudy attribute)

resources (hiphopsllm.architecture.model.Component attribute) (hiphopsllm.io.n8n.N8nBlock attribute) restricted_to() (hiphopsllm.reliability.profile.OperationalProfile method) Role (class in hiphopsllm.architecture.model) role (hiphopsllm.architecture.model.Component attribute) (hiphopsllm.faulttree.failure.ComponentFailureLogic attribute) (hiphopsllm.io.n8n.N8nBlock attribute) role_name (hiphopsllm.io.n8n.N8nBlock property) role_overrides (hiphopsllm.architecture.extract.LangGraphExtractor attribute) (hiphopsllm.pipeline.AgenticReliabilityStudy attribute) root (hiphopsllm.faulttree.synthesis.FaultTree attribute) roots (hiphopsllm.bayes.cpt.CPTSet property) ROUTER (hiphopsllm.architecture.model.Role attribute) rows() (hiphopsllm.bayes.cpt.CPT method) rule (hiphopsllm.io.n8n.N8nBlock attribute) RULES (in module hiphopsllm.io.n8n) run() (hiphopsllm.pipeline.AgenticReliabilityStudy method) run_and_observe() (hiphopsllm.pipeline.AgenticReliabilityStudy method)

S

SafetyReport (class in hiphopsllm.report) save() (hiphopsllm.pipeline.AgenticReliabilityStudy method) (hiphopsllm.report.SafetyReport method) set() (hiphopsllm.faulttree.failure.ComponentFailureLogic method) sets (hiphopsllm.faulttree.analysis.CutSetResult attribute) settings (hiphopsllm.pipeline.AgenticReliabilityStudy attribute) (hiphopsllm.reliability.calibration.EvidenceCalibrator attribute) severity (hiphopsllm.faulttree.synthesis.Hazard attribute) shared_nodes() (hiphopsllm.faulttree.synthesis.FaultTree method) show() (hiphopsllm.bayes.network.BayesianNetwork method) (hiphopsllm.bayes.network.ImpreciseBayesianNetwork method) (hiphopsllm.bayes.viz.BayesNetView method) (hiphopsllm.pipeline.AgenticReliabilityStudy method) show_inference() (hiphopsllm.bayes.viz.BayesNetView method) show_probabilities (hiphopsllm.bayes.viz.BayesNetView attribute) side_by_side() (hiphopsllm.bayes.viz.BayesNetView method) side_effect (hiphopsllm.io.n8n.N8nBlock attribute) SIDE_EFFECT_SERVICES (in module hiphopsllm.io.n8n) simplified() (hiphopsllm.faulttree.synthesis.FaultTree method) simplify_tree() (in module hiphopsllm.faulttree.synthesis) single_points (hiphopsllm.faulttree.analysis.TreeAnalysis property) single_points() (hiphopsllm.pipeline.AgenticReliabilityStudy method) (hiphopsllm.report.SafetyReport method) single_points_of_failure() (in module hiphopsllm.faulttree.analysis) SINK (hiphopsllm.architecture.model.Role attribute) sinks() (hiphopsllm.architecture.model.SystemModel method) size() (hiphopsllm.faulttree.synthesis.FaultTree method) skipped_events (hiphopsllm.reliability.calibration.CalibrationReport attribute) soft_gates (hiphopsllm.bayes.cpt.CPTBuilder attribute) SOURCE (hiphopsllm.architecture.model.Role attribute) source_code (hiphopsllm.architecture.model.Component attribute) (hiphopsllm.io.n8n.N8nBlock attribute)

source_of_function() (in module hiphopsllm.architecture.model) source_system (hiphopsllm.report.SafetyReport attribute) sources() (hiphopsllm.architecture.model.SystemModel method) src (hiphopsllm.architecture.model.Connection attribute) src_port (hiphopsllm.architecture.model.Connection attribute) statement() (hiphopsllm.reliability.calibration.ComponentEvidence method) stratify() (in module hiphopsllm.reliability.profile) study() (hiphopsllm.io.n8n.N8nWorkflow method) StudyNotReady success_interval (hiphopsllm.reliability.calibration.ComponentEvidence property) successors() (hiphopsllm.architecture.model.SystemModel method) summary (hiphopsllm.io.examples.ExampleSpec attribute) summary() (hiphopsllm.architecture.acyclic.CycleReport method) (hiphopsllm.bayes.cpt.CPTSet method) (hiphopsllm.bayes.learn.LearnedCPT method) (hiphopsllm.bayes.network.BayesianNetwork method) (hiphopsllm.bayes.network.ImpreciseBayesianNetwork method) (hiphopsllm.io.n8n.N8nWorkflow method) (hiphopsllm.pipeline.AgenticReliabilityStudy method) (hiphopsllm.reliability.calibration.CalibrationReport method) (hiphopsllm.reliability.calibration.ComponentEvidence method) (hiphopsllm.reliability.profile.OperationalProfile method) (hiphopsllm.report.SafetyReport method) symbols (hiphopsllm.faulttree.analysis.CutSetResult attribute) synthesise_all() (in module hiphopsllm.faulttree.synthesis) synthesise_fault_tree() (in module hiphopsllm.faulttree.synthesis) system (hiphopsllm.faulttree.failure.FailureModel attribute) (hiphopsllm.pipeline.AgenticReliabilityStudy property) (hiphopsllm.report.SafetyReport attribute) system() (hiphopsllm.io.n8n.N8nWorkflow method) SystemModel (class in hiphopsllm.architecture.model)

T

table (hiphopsllm.bayes.cpt.CPT attribute) table() (hiphopsllm.faulttree.failure.ComponentFailureLogic method) terms (hiphopsllm.faulttree.failure.And attribute) (hiphopsllm.faulttree.failure.Or attribute) title (hiphopsllm.faulttree.failure.FClass property) (hiphopsllm.io.examples.ExampleSpec attribute) to_dot() (hiphopsllm.bayes.viz.BayesNetView method) (in module hiphopsllm.faulttree.export) to_frame() (hiphopsllm.bayes.cpt.CPTSet method) (hiphopsllm.bayes.network.BayesianNetwork method) (hiphopsllm.reliability.calibration.CalibrationReport method) to_hipllm() (hiphopsllm.reliability.profile.OperationalProfile method) to_hipmas_order() (hiphopsllm.bayes.cpt.CPTSet method) to_json() (in module hiphopsllm.faulttree.export) to_mermaid() (hiphopsllm.architecture.model.SystemModel method) (in module hiphopsllm.faulttree.export) to_openpsa_xml() (in module hiphopsllm.faulttree.export) to_png() (hiphopsllm.bayes.viz.BayesNetView method) to_pyagrum() (hiphopsllm.bayes.network.BayesianNetwork method)

to_spec() (hiphopsllm.io.n8n.N8nWorkflow method) to_svg() (hiphopsllm.bayes.viz.BayesNetView method) TOKENS (in module hiphopsllm.viz.plots) TOOL (hiphopsllm.architecture.model.Role attribute) tool_feedback (hiphopsllm.io.n8n.N8nWorkflow attribute) top (hiphopsllm.bayes.cpt.CPTSet attribute) (hiphopsllm.bayes.network.BayesianNetwork property) top_interval (hiphopsllm.faulttree.analysis.Quantification attribute) top_probability (hiphopsllm.faulttree.analysis.Quantification attribute) total_rows (hiphopsllm.bayes.learn.LearnedCPT property) transfer_ref (hiphopsllm.faulttree.synthesis.FTNode attribute) TRANSFORM (hiphopsllm.architecture.model.Role attribute) tree (hiphopsllm.bayes.network.BayesianNetwork attribute) (hiphopsllm.bayes.network.ImpreciseBayesianNetwork attribute) (hiphopsllm.faulttree.analysis.TreeAnalysis attribute) tree() (hiphopsllm.report.SafetyReport method) TreeAnalysis (class in hiphopsllm.faulttree.analysis) trees (hiphopsllm.report.SafetyReport attribute) truncated (hiphopsllm.faulttree.analysis.CutSetResult attribute) type_version (hiphopsllm.io.n8n.N8nBlock attribute)

U

uncalibrated_components (hiphopsllm.reliability.calibration.CalibrationReport attribute) uniform_profile() (in module hiphopsllm.reliability.profile) unmatched_evidence (hiphopsllm.reliability.calibration.CalibrationReport attribute) unroll (hiphopsllm.architecture.acyclic.CycleReport attribute) (hiphopsllm.architecture.extract.LangGraphExtractor attribute) (hiphopsllm.pipeline.AgenticReliabilityStudy attribute)

updated (hiphopsllm.reliability.calibration.CalibrationReport attribute) upper (hiphopsllm.bayes.network.Envelope attribute) (hiphopsllm.bayes.network.ImpreciseBayesianNetwork attribute)

V

value (hiphopsllm.faulttree.failure.Const attribute) VALUE_COARSE (hiphopsllm.faulttree.failure.FClass attribute) VALUE_SUBTLE (hiphopsllm.faulttree.failure.FClass attribute) variable (hiphopsllm.bayes.cpt.CPT attribute)

variable_of (hiphopsllm.bayes.cpt.CPTSet attribute) variables (hiphopsllm.bayes.network.BayesianNetwork property) vector (hiphopsllm.reliability.profile.OperationalProfile property) verify_acyclic() (hiphopsllm.faulttree.synthesis.FaultTree method) view() (hiphopsllm.bayes.network.BayesianNetwork method)

W

warnings (hiphopsllm.faulttree.synthesis.FaultTree attribute) weights (hiphopsllm.reliability.profile.OperationalProfile attribute) width (hiphopsllm.bayes.network.Envelope property) (hiphopsllm.reliability.calibration.ComponentEvidence property)

with_resources() (hiphopsllm.architecture.extract.LangGraphExtractor method) with_roles() (hiphopsllm.architecture.extract.LangGraphExtractor method)