do-memory-core 0.1.31

Core episodic learning system for AI agents with pattern extraction, reward scoring, and dual storage backend
Documentation 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26

//! # Pattern Validation and Accuracy Metrics
//!
//! Provides tools to validate pattern extraction quality using standard
//! classification metrics: precision, recall, F1 score, and accuracy.
//!
//! ## Example
//!
//! ```
//! use do_memory_core::patterns::validation::{PatternValidator, ValidationConfig};
//! use do_memory_core::Pattern;
//!
//! let validator = PatternValidator::new(ValidationConfig::default());
//!
//! let ground_truth = vec![/* known patterns */];
//! let extracted = vec![/* patterns from extractor */];
//!
//! let metrics = validator.calculate_metrics(&ground_truth, &extracted);
//! println!("Precision: {:.2}", metrics.precision);
//! println!("Recall: {:.2}", metrics.recall);
//! println!("F1 Score: {:.2}", metrics.f1_score);
//! ```

pub mod types;
pub mod validator;

pub use types::{PatternMetrics, PatternValidator, ValidationConfig};