pub struct VAEOutput<F: Float + Debug> {
pub reconstruction: Array2<F>,
pub latent_mean: Array1<F>,
pub latent_logvar: Array1<F>,
pub latent_sample: Array1<F>,
pub reconstruction_loss: F,
pub kl_divergence: F,
}Expand description
VAE output structure
Fields§
§reconstruction: Array2<F>Reconstructed time series
latent_mean: Array1<F>Latent mean
latent_logvar: Array1<F>Latent log variance
latent_sample: Array1<F>Latent sample
reconstruction_loss: FReconstruction loss
kl_divergence: FKL divergence
Trait Implementations§
Auto Trait Implementations§
impl<F> Freeze for VAEOutput<F>where
F: Freeze,
impl<F> RefUnwindSafe for VAEOutput<F>where
F: RefUnwindSafe,
impl<F> Send for VAEOutput<F>where
F: Send,
impl<F> Sync for VAEOutput<F>where
F: Sync,
impl<F> Unpin for VAEOutput<F>where
F: Unpin,
impl<F> UnwindSafe for VAEOutput<F>where
F: UnwindSafe + RefUnwindSafe,
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impl<T> BorrowMut<T> for Twhere
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Use with care! Same as
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fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.