Struct JsRuvectorLayer 

pub struct JsRuvectorLayer { /* private fields */ }

Graph Neural Network layer for HNSW topology

Implementations

impl JsRuvectorLayer

pub fn new( input_dim: usize, hidden_dim: usize, heads: usize, dropout: f32, ) -> Result<JsRuvectorLayer, JsValue>

Create a new GNN layer

Arguments

• input_dim - Dimension of input node embeddings
• hidden_dim - Dimension of hidden representations
• heads - Number of attention heads
• dropout - Dropout rate (0.0 to 1.0)

pub fn forward( &self, node_embedding: Vec<f32>, neighbor_embeddings: JsValue, edge_weights: Vec<f32>, ) -> Result<Vec<f32>, JsValue>

Forward pass through the GNN layer

Arguments

• node_embedding - Current node’s embedding (Float32Array)
• neighbor_embeddings - Embeddings of neighbor nodes (array of Float32Arrays)
• edge_weights - Weights of edges to neighbors (Float32Array)

Returns

Updated node embedding (Float32Array)

pub fn output_dim(&self) -> usize

Get the output dimension of this layer

Trait Implementations

impl From<JsRuvectorLayer> for JsValue

fn from(value: JsRuvectorLayer) -> Self

Converts to this type from the input type.

impl FromWasmAbi for JsRuvectorLayer

type Abi = u32

The Wasm ABI type that this converts from when coming back out from the ABI boundary.

unsafe fn from_abi(js: u32) -> Self

Recover a Self from Self::Abi.

impl IntoWasmAbi for JsRuvectorLayer

type Abi = u32

The Wasm ABI type that this converts into when crossing the ABI boundary.

fn into_abi(self) -> u32

Convert self into Self::Abi so that it can be sent across the wasm ABI boundary.

impl LongRefFromWasmAbi for JsRuvectorLayer

type Abi = u32

Same as RefFromWasmAbi::Abi

type Anchor = RcRef<JsRuvectorLayer>

Same as RefFromWasmAbi::Anchor

unsafe fn long_ref_from_abi(js: Self::Abi) -> Self::Anchor

Same as RefFromWasmAbi::ref_from_abi

impl OptionFromWasmAbi for JsRuvectorLayer

fn is_none(abi: &Self::Abi) -> bool

Tests whether the argument is a “none” instance. If so it will be deserialized as None, and otherwise it will be passed to FromWasmAbi.

impl OptionIntoWasmAbi for JsRuvectorLayer

fn none() -> Self::Abi

Returns an ABI instance indicating “none”, which JS will interpret as the None branch of this option.

impl RefFromWasmAbi for JsRuvectorLayer

type Abi = u32

The Wasm ABI type references to Self are recovered from.

type Anchor = RcRef<JsRuvectorLayer>

The type that holds the reference to Self for the duration of the invocation of the function that has an &Self parameter. This is required to ensure that the lifetimes don’t persist beyond one function call, and so that they remain anonymous.

unsafe fn ref_from_abi(js: Self::Abi) -> Self::Anchor

Recover a Self::Anchor from Self::Abi.

impl RefMutFromWasmAbi for JsRuvectorLayer

type Abi = u32

Same as RefFromWasmAbi::Abi

type Anchor = RcRefMut<JsRuvectorLayer>

Same as RefFromWasmAbi::Anchor

unsafe fn ref_mut_from_abi(js: Self::Abi) -> Self::Anchor

Same as RefFromWasmAbi::ref_from_abi

impl TryFromJsValue for JsRuvectorLayer

fn try_from_js_value(value: JsValue) -> Result<Self, JsValue>

Performs the conversion.

fn try_from_js_value_ref(value: &JsValue) -> Option<Self>

Performs the conversion.

impl VectorFromWasmAbi for JsRuvectorLayer

type Abi = <Box<[JsValue]> as FromWasmAbi>::Abi

unsafe fn vector_from_abi(js: Self::Abi) -> Box<[JsRuvectorLayer]>

impl VectorIntoWasmAbi for JsRuvectorLayer

type Abi = <Box<[JsValue]> as IntoWasmAbi>::Abi

fn vector_into_abi(vector: Box<[JsRuvectorLayer]>) -> Self::Abi

impl WasmDescribe for JsRuvectorLayer

fn describe()

impl WasmDescribeVector for JsRuvectorLayer

fn describe_vector()

impl SupportsConstructor for JsRuvectorLayer

impl SupportsInstanceProperty for JsRuvectorLayer

impl SupportsStaticProperty for JsRuvectorLayer