Struct FitSummary 

pub struct FitSummary {
    pub aux: Option<Vec<Vec<f64>>>,
    pub n_supervised: Option<i64>,
    pub n_free: Option<i64>,
    pub decoder: Option<Vec<Vec<f64>>>,
    pub encoder_depth: Option<i64>,
    pub mech_sparsity_weight: Option<f64>,
    pub activations: Option<Vec<Vec<f64>>>,
    pub ground_truth_dim: Option<i64>,
    pub thresholds: Option<Thresholds>,
}

Caller-supplied summary of the fit. All numerical evidence is in here — the Rust check needs no Python objects.

Fields

aux: Option<Vec<Vec<f64>>>

Auxiliary covariates of shape (n_obs, n_supervised). Row-major. If None, the iVAE check downgrades to a warn-with-skip.

n_supervised: Option<i64>

Declared supervised latent dim.

n_free: Option<i64>

Declared free latent dim.

decoder: Option<Vec<Vec<f64>>>

Decoder of shape (n_features, n_supervised + n_free).

encoder_depth: Option<i64>

Number of affine (Linear) layers in the encoder.

mech_sparsity_weight: Option<f64>

Sparsity penalty weight used at fit time.

activations: Option<Vec<Vec<f64>>>

Latent samples / encoder activations of shape (n_obs, latent_dim).

ground_truth_dim: Option<i64>

Ground-truth latent dim (e.g. from a simulator). Optional.

thresholds: Option<Thresholds>

Threshold overrides (defaults to paper-cited values when missing).

Trait Implementations

impl Clone for FitSummary

fn clone(&self) -> FitSummary

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for FitSummary

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for FitSummary

fn default() -> FitSummary

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for FitSummary

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for FitSummary

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.