Struct Corpus 

pub struct Corpus { /* private fields */ }

Training corpus management.

Implementations

impl Corpus

pub fn new() -> Self

Create empty corpus.

pub fn from_examples(examples: Vec<TrainingExample>) -> Self

Create corpus from examples.

pub fn load(path: &Path) -> Result<Self>

Load corpus from JSON file.

Errors

Returns error if file cannot be read or parsed.

pub fn save(&self, path: &Path) -> Result<()>

Save corpus to JSON file.

Errors

Returns error if file cannot be written.

pub fn add(&mut self, example: TrainingExample)

Add a training example.

pub fn generate_synthetic(count: usize) -> Self

Generate synthetic training data.

pub fn to_training_data(&self) -> (Vec<Vec<f32>>, Vec<u8>)

Convert to feature matrix (X) and labels (y).

pub fn len(&self) -> usize

Number of examples in corpus.

pub fn is_empty(&self) -> bool

Check if corpus is empty.

pub fn examples(&self) -> &[TrainingExample]

Get examples as slice.

pub fn category_distribution(&self) -> HashMap<ErrorCategory, usize>

Get category distribution for analysis.

Trait Implementations

impl Default for Corpus

fn default() -> Self

Returns the “default value” for a type.