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make default params available to serde (#167)

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* add seed param to search params

* make default params available to serde

* lints

* create defaults for enums

* lint
This commit is contained in:
Montana Low
2022-09-21 19:48:31 -07:00
committed by morenol
parent 05dfffad5c
commit f4fd4d2239
22 changed files with 175 additions and 18 deletions
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src/linear/logistic_regression.rs
+11 -1
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@@ -75,12 +75,20 @@ pub enum LogisticRegressionSolverName {
LBFGS,
}
impl Default for LogisticRegressionSolverName {
fn default() -> Self {
LogisticRegressionSolverName::LBFGS
}
}
/// Logistic Regression parameters
#[cfg_attr(feature = "serde", derive(Serialize, Deserialize))]
#[derive(Debug, Clone)]
pub struct LogisticRegressionParameters<T: RealNumber> {
#[cfg_attr(feature = "serde", serde(default))]
/// Solver to use for estimation of regression coefficients.
pub solver: LogisticRegressionSolverName,
#[cfg_attr(feature = "serde", serde(default))]
/// Regularization parameter.
pub alpha: T,
}
@@ -89,8 +97,10 @@ pub struct LogisticRegressionParameters<T: RealNumber> {
#[cfg_attr(feature = "serde", derive(Serialize, Deserialize))]
#[derive(Debug, Clone)]
pub struct LogisticRegressionSearchParameters<T: RealNumber> {
#[cfg_attr(feature = "serde", serde(default))]
/// Solver to use for estimation of regression coefficients.
pub solver: Vec<LogisticRegressionSolverName>,
#[cfg_attr(feature = "serde", serde(default))]
/// Regularization parameter.
pub alpha: Vec<T>,
}
@@ -204,7 +214,7 @@ impl<T: RealNumber> LogisticRegressionParameters<T> {
impl<T: RealNumber> Default for LogisticRegressionParameters<T> {
fn default() -> Self {
LogisticRegressionParameters {
solver: LogisticRegressionSolverName::LBFGS,
solver: LogisticRegressionSolverName::default(),
alpha: T::zero(),
}
}