Struct DeepHitConfig 

pub struct DeepHitConfig {

    pub shared_layers: Vec<usize>,
    pub cause_specific_layers: Vec<usize>,
    pub num_durations: usize,
    pub num_risks: usize,
    pub dropout_rate: f64,
    pub alpha: f64,
    pub sigma: f64,
    pub learning_rate: f64,
    pub batch_size: usize,
    pub n_epochs: usize,
    pub weight_decay: f64,
    pub seed: Option<u64>,
    pub early_stopping_patience: Option<usize>,
    pub validation_fraction: f64,
    pub use_batch_norm: bool,
}

Fields

shared_layers: Vec<usize>

cause_specific_layers: Vec<usize>

num_durations: usize

num_risks: usize

dropout_rate: f64

alpha: f64

sigma: f64

learning_rate: f64

batch_size: usize

n_epochs: usize

weight_decay: f64

seed: Option<u64>

early_stopping_patience: Option<usize>

validation_fraction: f64

use_batch_norm: bool

Implementations

impl DeepHitConfig

pub fn new( shared_layers: Option<Vec<usize>>, cause_specific_layers: Option<Vec<usize>>, num_durations: usize, num_risks: usize, dropout_rate: f64, alpha: f64, sigma: f64, learning_rate: f64, batch_size: usize, n_epochs: usize, weight_decay: f64, seed: Option<u64>, early_stopping_patience: Option<usize>, validation_fraction: f64, use_batch_norm: bool, ) -> PyResult<Self>

Trait Implementations

impl Clone for DeepHitConfig

fn clone(&self) -> DeepHitConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for DeepHitConfig

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

Formats the value using the given formatter.

impl<'a, 'py> FromPyObject<'a, 'py> for DeepHitConfig

where Self: Clone,

type Error = PyClassGuardError<'a, 'py>

The type returned in the event of a conversion error.

fn extract( obj: Borrowed<'a, 'py, PyAny>, ) -> Result<Self, <Self as FromPyObject<'a, 'py>>::Error>

Extracts Self from the bound smart pointer obj.

impl<'py> IntoPyObject<'py> for DeepHitConfig

type Target = DeepHitConfig

The Python output type

type Output = Bound<'py, <DeepHitConfig 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 DeepHitConfig

const NAME: &str = "DeepHitConfig"

Name of the class.

type Frozen = False

Whether the pyclass is frozen.

impl PyClassImpl for DeepHitConfig

const MODULE: Option<&str> = ::core::option::Option::None

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 = c"\x00"

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 = <<DeepHitConfig as PyClassImpl>::BaseNativeType as PyClassBaseType>::Layout<DeepHitConfig>

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 PyClassNewTextSignature for DeepHitConfig

const TEXT_SIGNATURE: &'static str = "(shared_layers=None, cause_specific_layers=None, num_durations=10, num_risks=1, dropout_rate=0.1, alpha=0.2, sigma=0.1, learning_rate=0.001, batch_size=256, n_epochs=100, weight_decay=0.0001, seed=None, early_stopping_patience=None, validation_fraction=0.1, use_batch_norm=True)"

impl PyMethods<DeepHitConfig> for PyClassImplCollector<DeepHitConfig>

fn py_methods(self) -> &'static PyClassItems

impl PyTypeInfo for DeepHitConfig

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 DeepHitConfig