pub struct ModalityAlignment { /* private fields */ }Expand description
Alignment between two modalities for cross-modal search
Implementations§
Source§impl ModalityAlignment
impl ModalityAlignment
Sourcepub fn new(
source: Modality,
target: Modality,
source_dim: usize,
target_dim: usize,
) -> Self
pub fn new( source: Modality, target: Modality, source_dim: usize, target_dim: usize, ) -> Self
Create a new modality alignment
Sourcepub fn learn_from_pairs(&mut self, pairs: &[(Vec<f32>, Vec<f32>)]) -> Result<()>
pub fn learn_from_pairs(&mut self, pairs: &[(Vec<f32>, Vec<f32>)]) -> Result<()>
Learn alignment from paired examples
This is a simplified version - in practice, you’d use CCA, GCCA, or neural networks
Sourcepub fn transform_embedding(&self, source: &[f32]) -> Vec<f32>
pub fn transform_embedding(&self, source: &[f32]) -> Vec<f32>
Transform a source embedding to target modality space
Auto Trait Implementations§
impl Freeze for ModalityAlignment
impl RefUnwindSafe for ModalityAlignment
impl Send for ModalityAlignment
impl Sync for ModalityAlignment
impl Unpin for ModalityAlignment
impl UnwindSafe for ModalityAlignment
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