Struct ModelBundle 

pub struct ModelBundle {
    pub architecture: String,
    pub input_features: usize,
    pub hyperparameters: HashMap<String, Value>,
    pub weights: Vec<f32>,
    pub norm_means: Vec<f32>,
    pub norm_stds: Vec<f32>,
    pub anomaly_threshold: Option<f32>,
}

Full bundle payload carrying everything the ONNX converter needs.

The hyperparameters map uses flexible JSON to accommodate per-architecture configs (e.g. LSTM wants hidden_dim + num_layers + sequence_length, ViT wants patch_size + num_heads, etc). Keys are snake_case to match the Python converter’s expectations.

Fields

architecture: String

Architecture tag (same as BundleHeader::architecture).

input_features: usize

Number of input features.

hyperparameters: HashMap<String, Value>

Free-form hyperparameter map (hidden_dim, num_layers, sequence_length, …).

weights: Vec<f32>

Flat weight vector in layer-by-layer order expected by the converter.

norm_means: Vec<f32>

Per-feature input-normalization means (empty if no normalization was applied).

norm_stds: Vec<f32>

Per-feature input-normalization std-devs.

anomaly_threshold: Option<f32>

Anomaly/decision threshold for binary models (optional).

Implementations

impl ModelBundle

pub fn new(architecture: &str, input_features: usize, weights: Vec<f32>) -> Self

Construct a new bundle with no normalization stats and no anomaly threshold.

pub fn with_hyperparam(self, key: &str, value: impl Into<Value>) -> Self

Set a single hyperparameter (overwrites any existing value).

pub fn with_normalization(self, means: Vec<f32>, stds: Vec<f32>) -> Self

Attach per-feature normalization statistics.

pub fn with_threshold(self, threshold: f32) -> Self

Attach an anomaly/decision threshold.

pub fn header(&self) -> BundleHeader

Derive the lightweight BundleHeader from this bundle.

Trait Implementations

impl Clone for ModelBundle

fn clone(&self) -> ModelBundle

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ModelBundle

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for ModelBundle

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for ModelBundle

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

where __S: Serializer,

Serialize this value into the given Serde serializer.