Struct PyDiscoveredFormula 

pub struct PyDiscoveredFormula {
    pub op: PyLoweredOp,
    pub mse: f64,
    pub r_squared: f64,
    pub combined: f64,
    pub node_count: usize,
    pub n_vars: usize,
}

Python view of a discovered formula returned by discover.

Fields

op: PyLoweredOp

The lowered operator IR.

mse: f64

Mean-squared error on the training data.

r_squared: f64

Coefficient of determination R².

combined: f64

Combined fitness (MSE + parsimony penalty); lower is better.

node_count: usize

Total node count of the formula.

n_vars: usize

Number of distinct variables used.

Trait Implementations

impl Clone for PyDiscoveredFormula

fn clone(&self) -> PyDiscoveredFormula

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl<'py> IntoPyObject<'py> for PyDiscoveredFormula

type Target = PyDiscoveredFormula

The Python output type

type Output = Bound<'py, <PyDiscoveredFormula as IntoPyObject<'py>>::Target>

The smart pointer type to use.

type Error = PyErr

The type returned in the event of a conversion error.

fn into_pyobject( self, py: Python<'py>, ) -> Result<<Self as IntoPyObject<'_>>::Output, <Self as IntoPyObject<'_>>::Error>

Performs the conversion.

impl PyClass for PyDiscoveredFormula

const NAME: &str = "DiscoveredFormula"

Name of the class.

type Frozen = False

Whether the pyclass is frozen.

impl PyClassImpl for PyDiscoveredFormula

const MODULE: Option<&str>

Module which the class will be associated with.

const IS_BASETYPE: bool = false

#[pyclass(subclass)]

const IS_SUBCLASS: bool = false

#[pyclass(extends=…)]

const IS_MAPPING: bool = false

#[pyclass(mapping)]

const IS_SEQUENCE: bool = false

#[pyclass(sequence)]

const IS_IMMUTABLE_TYPE: bool = false

#[pyclass(immutable_type)]

const RAW_DOC: &'static CStr = /// Python view of a discovered formula returned by `discover`.

Docstring for the class provided on the struct or enum.

const DOC: &'static CStr

Fully rendered class doc, including the text_signature if a constructor is defined.

type Layout = <<PyDiscoveredFormula as PyClassImpl>::BaseNativeType as PyClassBaseType>::Layout<PyDiscoveredFormula>

Description of how this class is laid out in memory

type BaseType = PyAny

Base class

type ThreadChecker = NoopThreadChecker

This handles following two situations:

type PyClassMutability = <<PyAny as PyClassBaseType>::PyClassMutability as PyClassMutability>::MutableChild

Immutable or mutable

type Dict = PyClassDummySlot

Specify this class has #[pyclass(dict)] or not.

type WeakRef = PyClassDummySlot

Specify this class has #[pyclass(weakref)] or not.

type BaseNativeType = PyAny

The closest native ancestor. This is PyAny by default, and when you declare #[pyclass(extends=PyDict)], it’s PyDict.

fn items_iter() -> PyClassItemsIter

fn lazy_type_object() -> &'static LazyTypeObject<Self>

fn dict_offset() -> Option<PyObjectOffset>

Used to provide the dictoffset slot (equivalent to tp_dictoffset)

fn weaklist_offset() -> Option<PyObjectOffset>

Used to provide the weaklistoffset slot (equivalent to tp_weaklistoffset

impl PyMethods<PyDiscoveredFormula> for PyClassImplCollector<PyDiscoveredFormula>

fn py_methods(self) -> &'static PyClassItems

impl PyTypeInfo for PyDiscoveredFormula

const NAME: &str = <Self as ::pyo3::PyClass>::NAME

👎Deprecated since 0.28.0:

prefer using ::type_object(py).name() to get the correct runtime value

Class name.

const MODULE: Option<&str> = <Self as ::pyo3::impl_::pyclass::PyClassImpl>::MODULE

👎Deprecated since 0.28.0:

prefer using ::type_object(py).module() to get the correct runtime value

Module name, if any.

fn type_object_raw(py: Python<'_>) -> *mut PyTypeObject

Returns the PyTypeObject instance for this type.

fn type_object(py: Python<'_>) -> Bound<'_, PyType>

Returns the safe abstraction over the type object.

fn is_type_of(object: &Bound<'_, PyAny>) -> bool

Checks if object is an instance of this type or a subclass of this type.

fn is_exact_type_of(object: &Bound<'_, PyAny>) -> bool

Checks if object is an instance of this type.

impl DerefToPyAny for PyDiscoveredFormula