Crate rust_rule_miner 

rust-rule-miner

Automatic rule discovery from historical data using association rule mining, sequential pattern mining, and graph-based pattern matching.

Quick Start

use rust_rule_miner::{RuleMiner, Transaction, MiningConfig, MiningAlgorithm};
use chrono::Utc;

// Load transactions
let transactions = vec![
    Transaction::new("tx1", vec!["Laptop".to_string(), "Mouse".to_string()], Utc::now()),
    Transaction::new("tx2", vec!["Laptop".to_string(), "Keyboard".to_string()], Utc::now()),
];

// Configure mining
let config = MiningConfig {
    min_support: 0.3,
    min_confidence: 0.7,
    min_lift: 1.0,
    max_time_gap: None,
    algorithm: MiningAlgorithm::Apriori,
};

// Mine rules
let mut miner = RuleMiner::new(config);
miner.add_transactions(transactions).unwrap();
let rules = miner.mine_association_rules().unwrap();

Re-exports

pub use data_loader::ColumnMapping;

pub use config::MiningAlgorithm;

pub use config::MiningConfig;

pub use errors::MiningError;

pub use errors::Result;

pub use export::grl::GrlConfig;

pub use export::grl::RuleTemplate;

pub use mining::RuleMiner;

pub use transaction::Transaction;

pub use types::AssociationRule;

pub use types::FrequentItemset;

pub use types::ItemSet;

pub use types::Pattern;

pub use types::PatternMetrics;

pub use types::PatternType;

pub use types::SequentialPattern;

Modules

config

data_loader

Data loading utilities for Excel and CSV files using excelstream

engine

Rule engine integration module

errors

export

graph

mining

transaction

types