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PreprocessingUtils

torsh_text::utils

Struct PreprocessingUtils

pub struct PreprocessingUtils;

Expand description

Preprocessing utilities for common operations

Implementations§

impl PreprocessingUtils

pub fn classification_pipeline() -> TextPreprocessingPipeline

Create a basic preprocessing pipeline for classification tasks

pub fn language_modeling_pipeline() -> TextPreprocessingPipeline

Create a preprocessing pipeline for language modeling

pub fn translation_pipeline() -> TextPreprocessingPipeline

Create a preprocessing pipeline for machine translation

pub fn filter_texts( texts: &[String], min_length: Option<usize>, max_length: Option<usize>, allowed_chars: Option<&str>, ) -> Vec<String>

Validate and filter texts based on criteria

pub fn compute_batch_stats(texts: &[String]) -> PreprocessingStats

Batch statistics for analyzing preprocessing effects

Auto Trait Implementations§

impl Freeze for PreprocessingUtils

impl RefUnwindSafe for PreprocessingUtils

impl Send for PreprocessingUtils

impl Sync for PreprocessingUtils

impl Unpin for PreprocessingUtils

impl UnsafeUnpin for PreprocessingUtils

impl UnwindSafe for PreprocessingUtils

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