29 lines
791 B
Rust
29 lines
791 B
Rust
//! Data augmentation for temporal neural networks
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use crate::{data::TimeSeriesData, error::Result};
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use serde::{Deserialize, Serialize};
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/// Configuration for data augmentation
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct AugmentationConfig {
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pub noise_std: f64,
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pub time_warp_strength: f64,
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pub magnitude_warp_strength: f64,
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}
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/// Data augmentor
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pub struct DataAugmentor {
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config: AugmentationConfig,
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}
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impl DataAugmentor {
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pub fn new(config: AugmentationConfig) -> Self {
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Self { config }
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}
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pub fn augment(&self, _data: &TimeSeriesData) -> Result<TimeSeriesData> {
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// Placeholder for data augmentation
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// Would implement time warping, noise addition, etc.
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todo!("Data augmentation not yet implemented")
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}
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} |