Module temporal 

Temporal sequence feature computation for graph nodes.

This module provides temporal analysis features including:

• Transaction velocity (amount per time)
• Inter-event interval statistics
• Burst detection using Kleinberg-style counting
• Trend analysis via linear regression
• Seasonality scoring via weekly pattern variance
• Per-window aggregation features

Structs

TemporalConfig

Configuration for temporal feature computation.

TemporalFeatures

Temporal sequence features for a single node.

TemporalIndex

Index for efficient temporal queries on graph edges.

WindowFeatures

Aggregated features for a specific time window.

Functions

compute_all_temporal_features

Computes temporal features for all nodes in the graph.

compute_temporal_sequence_features

Computes temporal sequence features for a single node.