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MlConfig

datasynth_eval::config

Struct MlConfig

pub struct MlConfig {
    pub features_enabled: bool,
    pub labels_enabled: bool,
    pub splits_enabled: bool,
    pub graph_enabled: bool,
    pub anomaly_scoring_enabled: bool,
    pub feature_quality_enabled: bool,
    pub gnn_readiness_enabled: bool,
    pub domain_gap_enabled: bool,
    pub temporal_fidelity_enabled: bool,
    pub scheme_detectability_enabled: bool,
    pub cross_modal_enabled: bool,
    pub embedding_readiness_enabled: bool,
}

Expand description

ML-readiness evaluation configuration.

Fields§

§features_enabled: bool

Enable feature distribution analysis.

§labels_enabled: bool

Enable label quality analysis.

§splits_enabled: bool

Enable train/test split validation.

§graph_enabled: bool

Enable graph structure analysis.

§anomaly_scoring_enabled: bool

Enable anomaly scoring analysis.

§feature_quality_enabled: bool

Enable feature quality analysis.

§gnn_readiness_enabled: bool

Enable GNN readiness analysis.

§domain_gap_enabled: bool

Enable domain gap analysis.

§temporal_fidelity_enabled: bool

Enable temporal fidelity analysis.

§scheme_detectability_enabled: bool

Enable scheme detectability analysis.

§cross_modal_enabled: bool

Enable cross-modal consistency analysis.

§embedding_readiness_enabled: bool

Enable embedding readiness analysis.

Trait Implementations§

impl Clone for MlConfig

fn clone(&self) -> MlConfig

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 MlConfig

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

Formats the value using the given formatter. Read more

impl Default for MlConfig

fn default() -> Self

Returns the “default value” for a type. Read more

impl<'de> Deserialize<'de> for MlConfig

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 MlConfig

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 MlConfig

impl RefUnwindSafe for MlConfig

impl Send for MlConfig

impl Sync for MlConfig

impl Unpin for MlConfig

impl UnwindSafe for MlConfig

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> Same for T

type Output = T

Should always be Self

impl<SS, SP> SupersetOf<SS> for SP
where SS: SubsetOf<SP>,

fn to_subset(&self) -> Option<SS>

The inverse inclusion map: attempts to construct self from the equivalent element of its superset. Read more

fn is_in_subset(&self) -> bool

Checks if self is actually part of its subset T (and can be converted to it).

fn to_subset_unchecked(&self) -> SS

Use with care! Same as self.to_subset but without any property checks. Always succeeds.

fn from_subset(element: &SS) -> SP

The inclusion map: converts self to the equivalent element of its superset.

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>,