Struct LinexpFitTransformer 

pub struct LinexpFitTransformer<T> {
    pub mag_zp: T,
}

Transform LinexpFit features to be more usable

The LinexpFit feature extractor returns the following features:

• mag_amplitude - amplitude in fluxes is assumed to be intersect object flux, so we transform it to be apparent magnitude: zp - 2.5 log10(2 * A)
• fall_time - kept as is
• baseline_amplitude_ratio - ratio of baseline to amplitude (both taken in original units, not magnitudes, because baseline can be negative)
• ln1p_linexp_fit_reduced_chi2 - transformed to be less spread ln(1 + reduced_chi2)

Fields

mag_zp: T

Magnitude zero point to use for amplitude transformation

Implementations

impl<T> LinexpFitTransformer<T>

where T: Float,

pub fn new(mag_zp: T) -> Self

pub fn default_mag_zp() -> T

ZP for AB-magnitudes and fluxes in janskys

pub fn doc() -> &'static str

Trait Implementations

impl<T: Clone> Clone for LinexpFitTransformer<T>

fn clone(&self) -> LinexpFitTransformer<T>

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl<T: Debug> Debug for LinexpFitTransformer<T>

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

Formats the value using the given formatter.

impl<T> Default for LinexpFitTransformer<T>

where T: Float,

fn default() -> Self

Returns the “default value” for a type.

impl<'de, T> Deserialize<'de> for LinexpFitTransformer<T>

where T: Deserialize<'de>,

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl<T: Float> From<LinexpFitTransformer<T>> for Transformer<T>

fn from(v: LinexpFitTransformer<T>) -> Transformer<T>

Converts to this type from the input type.

impl<T: JsonSchema> JsonSchema for LinexpFitTransformer<T>

fn schema_name() -> String

The name of the generated JSON Schema.

fn schema_id() -> Cow<'static, str>

Returns a string that uniquely identifies the schema produced by this type.

fn json_schema(generator: &mut SchemaGenerator) -> Schema

Generates a JSON Schema for this type.

fn is_referenceable() -> bool

Whether JSON Schemas generated for this type should be re-used where possible using the $ref keyword.

impl<T> Serialize for LinexpFitTransformer<T>

where T: Serialize,

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

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl<T> TransformerPropsTrait for LinexpFitTransformer<T>

where T: Float,

fn is_size_valid(&self, size: usize) -> bool

Is the size of the input vector valid?

fn size_hint(&self, _size: usize) -> usize

What is the size of the output vector for a given input vector size?

fn names(&self, _names: &[&str]) -> Vec<String>

Transform the names of the input features.

fn descriptions(&self, _desc: &[&str]) -> Vec<String>

Transform the descriptions of the input features.

impl<T> TransformerTrait<T> for LinexpFitTransformer<T>

where T: Float,

fn transform(&self, x: Vec<T>) -> Vec<T>

Transform the input vector.

impl<T: Float> TryInto<LinexpFitTransformer<T>> for Transformer<T>

type Error = &'static str

The type returned in the event of a conversion error.

fn try_into( self, ) -> Result<LinexpFitTransformer<T>, <Self as TryInto<LinexpFitTransformer<T>>>::Error>

Performs the conversion.