Cargo format

This commit is contained in:
Ben Cross
2021-01-17 21:37:30 +00:00
parent e0d46f430b
commit 762986b271
43 changed files with 100 additions and 51 deletions
+2 -1
View File
@@ -26,7 +26,8 @@
pub mod svc;
pub mod svr;
#[cfg(feature = "serde")] use serde::{Deserialize, Serialize};
#[cfg(feature = "serde")]
use serde::{Deserialize, Serialize};
use crate::linalg::BaseVector;
use crate::math::num::RealNumber;
+9 -5
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@@ -76,7 +76,8 @@ use std::marker::PhantomData;
use rand::seq::SliceRandom;
#[cfg(feature = "serde")] use serde::{Deserialize, Serialize};
#[cfg(feature = "serde")]
use serde::{Deserialize, Serialize};
use crate::api::{Predictor, SupervisedEstimator};
use crate::error::Failed;
@@ -103,10 +104,13 @@ pub struct SVCParameters<T: RealNumber, M: Matrix<T>, K: Kernel<T, M::RowVector>
#[cfg_attr(feature = "serde", derive(Serialize, Deserialize))]
#[derive(Debug)]
#[cfg_attr(feature = "serde", serde(bound(
serialize = "M::RowVector: Serialize, K: Serialize, T: Serialize",
deserialize = "M::RowVector: Deserialize<'de>, K: Deserialize<'de>, T: Deserialize<'de>",
)))]
#[cfg_attr(
feature = "serde",
serde(bound(
serialize = "M::RowVector: Serialize, K: Serialize, T: Serialize",
deserialize = "M::RowVector: Deserialize<'de>, K: Deserialize<'de>, T: Deserialize<'de>",
))
)]
/// Support Vector Classifier
pub struct SVC<T: RealNumber, M: Matrix<T>, K: Kernel<T, M::RowVector>> {
classes: Vec<T>,
+9 -5
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@@ -68,7 +68,8 @@ use std::cell::{Ref, RefCell};
use std::fmt::Debug;
use std::marker::PhantomData;
#[cfg(feature = "serde")] use serde::{Deserialize, Serialize};
#[cfg(feature = "serde")]
use serde::{Deserialize, Serialize};
use crate::api::{Predictor, SupervisedEstimator};
use crate::error::Failed;
@@ -95,10 +96,13 @@ pub struct SVRParameters<T: RealNumber, M: Matrix<T>, K: Kernel<T, M::RowVector>
#[cfg_attr(feature = "serde", derive(Serialize, Deserialize))]
#[derive(Debug)]
#[cfg_attr(feature = "serde", serde(bound(
serialize = "M::RowVector: Serialize, K: Serialize, T: Serialize",
deserialize = "M::RowVector: Deserialize<'de>, K: Deserialize<'de>, T: Deserialize<'de>",
)))]
#[cfg_attr(
feature = "serde",
serde(bound(
serialize = "M::RowVector: Serialize, K: Serialize, T: Serialize",
deserialize = "M::RowVector: Deserialize<'de>, K: Deserialize<'de>, T: Deserialize<'de>",
))
)]
/// Epsilon-Support Vector Regression
pub struct SVR<T: RealNumber, M: Matrix<T>, K: Kernel<T, M::RowVector>> {