GeometryReport

ruvector_attention::unified_report

Struct GeometryReport

pub struct GeometryReport {
    pub ot_mean_distance: f32,
    pub topology_coherence: f32,
    pub h0_death_sum: Option<f32>,
    pub ib_kl: f32,
    pub diffusion_energy: f32,
    pub attention_entropy: f32,
    pub metrics: Vec<MetricValue>,
    pub health_score: f32,
    pub recommendation: AttentionRecommendation,
}

Expand description

Unified geometry report

Fields§

§ot_mean_distance: f32

OT sliced Wasserstein mean distance

§topology_coherence: f32

Topology coherence score

§h0_death_sum: Option<f32>

H0 persistence death sum (if computed)

§ib_kl: f32

Information bottleneck KL

§diffusion_energy: f32

Diffusion energy

§attention_entropy: f32

Attention entropy

§metrics: Vec<MetricValue>

All metrics with thresholds

§health_score: f32

Overall health score (0-1)

§recommendation: AttentionRecommendation

Recommended action

Implementations§

impl GeometryReport

pub fn empty() -> Self

Create empty report

pub fn is_healthy(&self) -> bool

Check if attention is healthy

pub fn warnings(&self) -> Vec<&MetricValue>

Get all warning metrics

pub fn criticals(&self) -> Vec<&MetricValue>

Get all critical metrics

Trait Implementations§

impl Clone for GeometryReport

fn clone(&self) -> GeometryReport

Returns a duplicate of the value. Read more

1.0.0 · Source§

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

Performs copy-assignment from source. Read more

impl Debug for GeometryReport

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

Formats the value using the given formatter. Read more

impl<'de> Deserialize<'de> for GeometryReport

fn deserialize<D>(deserializer: D) -> Result<Self, D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more

impl Serialize for GeometryReport

fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>
where S: Serializer,

Serialize this value into the given Serde serializer. Read more

Auto Trait Implementations§

impl Freeze for GeometryReport

impl RefUnwindSafe for GeometryReport

impl Send for GeometryReport

impl Sync for GeometryReport

impl Unpin for GeometryReport

impl UnwindSafe for GeometryReport

Blanket Implementations§

impl<T> Any for T
where T: 'static + ?Sized,

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

impl<T> Borrow<T> for T
where T: ?Sized,

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

impl<T> BorrowMut<T> for T
where T: ?Sized,

fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

impl<T> CloneToUninit for T
where T: Clone,

unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dest. Read more

impl<T> From<T> for T

fn from(t: T) -> T

Returns the argument unchanged.

impl<T, U> Into<U> for T
where U: From<T>,

fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

impl<T> ToOwned for T
where T: Clone,

type Owned = T

The resulting type after obtaining ownership.

fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more

fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more

impl<T, U> TryFrom<U> for T
where U: Into<T>,

type Error = Infallible

The type returned in the event of a conversion error.

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.

impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.

impl<V, T> VZip<V> for T
where V: MultiLane<T>,

fn vzip(self) -> V

impl<T> DeserializeOwned for T
where T: for<'de> Deserialize<'de>,