# shrinkage::PenaltyAxis

Shrinkage for Rust · 0.3.0

[Source](<https://github.com/jolars/shrinkage/blob/eeafe449edce19d3c552a03060f681ae3891af74/src/penalty/axis.rs>)

```rust
pub enum PenaltyAxis
```

The coefficient vectors to which a complete penalty applies. 

<a id="variants"></a>

## Variants

<a id="variant-All"></a>

### `All`

```rust
All
```

[Source](<https://github.com/jolars/shrinkage/blob/eeafe449edce19d3c552a03060f681ae3891af74/src/penalty/axis.rs>)

Apply once to all coefficients in response-major order. 

<a id="variant-Features"></a>

### `Features`

```rust
Features
```

[Source](<https://github.com/jolars/shrinkage/blob/eeafe449edce19d3c552a03060f681ae3891af74/src/penalty/axis.rs>)

Apply to the feature vector of each response, summing their values. 

<a id="variant-Responses"></a>

### `Responses`

```rust
Responses
```

[Source](<https://github.com/jolars/shrinkage/blob/eeafe449edce19d3c552a03060f681ae3891af74/src/penalty/axis.rs>)

Apply to the response vector of each feature, summing their values. 

<a id="impl-fc74b5ee24580b40aff2cfc4660e62dbef2ddf37bd478db83e9baa4671927e11"></a>

## Implementation of Clone

[Source](<https://github.com/jolars/shrinkage/blob/eeafe449edce19d3c552a03060f681ae3891af74/src/penalty/axis.rs>)

```rust
impl Clone for PenaltyAxis
```

<a id="method-clone-fc74b5ee24580b40aff2cfc4660e62dbef2ddf37bd478db83e9baa4671927e11"></a>

### `clone`

```rust
fn clone(&self) -> Self
```

[Source](<https://github.com/jolars/shrinkage/blob/eeafe449edce19d3c552a03060f681ae3891af74/src/penalty/axis.rs>)

<a id="impl-ada73de59596e3e059f528b0ef08ce7500c02e084e8449102608b11c51183b6d"></a>

## Implementation of Copy

[Source](<https://github.com/jolars/shrinkage/blob/eeafe449edce19d3c552a03060f681ae3891af74/src/penalty/axis.rs>)

```rust
impl Copy for PenaltyAxis
```

<a id="impl-e9ff09175059b6258ae017bcd69dd2ad6dd82e23b84d58489303499e354e5dcb"></a>

## Implementation of Debug

[Source](<https://github.com/jolars/shrinkage/blob/eeafe449edce19d3c552a03060f681ae3891af74/src/penalty/axis.rs>)

```rust
impl Debug for PenaltyAxis
```

<a id="method-fmt-e9ff09175059b6258ae017bcd69dd2ad6dd82e23b84d58489303499e354e5dcb"></a>

### `fmt`

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

[Source](<https://github.com/jolars/shrinkage/blob/eeafe449edce19d3c552a03060f681ae3891af74/src/penalty/axis.rs>)

<a id="impl-40b03159da2276cfe92bfc541cccd3d906e7bdae8fe6c39b25f59565408bd1e7"></a>

## Implementation of Eq

[Source](<https://github.com/jolars/shrinkage/blob/eeafe449edce19d3c552a03060f681ae3891af74/src/penalty/axis.rs>)

```rust
impl Eq for PenaltyAxis
```

<a id="impl-f99efb186a36295f8237430d5e81d9b1ee417708fd1a54d7ab14175ec2d6d724"></a>

## Implementation of PartialEq

[Source](<https://github.com/jolars/shrinkage/blob/eeafe449edce19d3c552a03060f681ae3891af74/src/penalty/axis.rs>)

```rust
impl PartialEq for PenaltyAxis
```

<a id="method-eq-f99efb186a36295f8237430d5e81d9b1ee417708fd1a54d7ab14175ec2d6d724"></a>

### `eq`

```rust
fn eq(&self, other: &Self) -> bool
```

[Source](<https://github.com/jolars/shrinkage/blob/eeafe449edce19d3c552a03060f681ae3891af74/src/penalty/axis.rs>)

<a id="impl-c52dfc33a9e9f9fc95dc7128e69e7571254dc5e162f7d443a80778628bd90aaa"></a>

## Implementation of StructuralPartialEq

[Source](<https://github.com/jolars/shrinkage/blob/eeafe449edce19d3c552a03060f681ae3891af74/src/penalty/axis.rs>)

```rust
impl StructuralPartialEq for PenaltyAxis
```

<a id="impl-0a3b37ac0cf9fce5820a2a04db1d4bb42256a4beb88028bd7ae4dce5a49603a9"></a>

## Implementation of Freeze

```rust
impl Freeze for PenaltyAxis
```

<a id="impl-365c28e73f79b8368582eb4c816b8821f43773da1ca3286a05da8c8e88fe90d7"></a>

## Implementation of RefUnwindSafe

```rust
impl RefUnwindSafe for PenaltyAxis
```

<a id="impl-8fed510fb4e4e3b79d1f7e0a725871f004154a7cda31fc4af1e9a86b4ed7eda8"></a>

## Implementation of Send

```rust
impl Send for PenaltyAxis
```

<a id="impl-93f7b9ab61e5ffff50054cc2e274b88b8fd3ff65816a6f99a156c4a9de739318"></a>

## Implementation of Sync

```rust
impl Sync for PenaltyAxis
```

<a id="impl-36e1f4d9aef681dc462d88e5fdc45436b3fc9f5f22a4bac105cfc9617a78039f"></a>

## Implementation of Unpin

```rust
impl Unpin for PenaltyAxis
```

<a id="impl-27dc1fbf0eeb9e347969212f88a3356b42c5a3bc27c993d040fa1721ce35cc1b"></a>

## Implementation of UnsafeUnpin

```rust
impl UnsafeUnpin for PenaltyAxis
```

<a id="impl-c09126839c4b6e402fd31aa7e44ca442555ab4e1e4eccdd613c293bb046775b9"></a>

## Implementation of UnwindSafe

```rust
impl UnwindSafe for PenaltyAxis
```

<a id="impl-1e5682dc18e03c648aa9b125290c107c1e8d96ce8a179a8532e4057da4daf0cd"></a>

## Implementation of Any

```rust
impl<T> Any for T where T: 'static + ?Sized
```

<a id="impl-ef39a31d69bd7e2a30223e623f4d8223aea46d8fc4f42e14bffa3ec7c63b5f4e"></a>

## Implementation of Boilerplate

```rust
impl<T> Boilerplate for T where T: Copy + Send + Sync + Debug + PartialEq + 'static
```

<a id="impl-6c0b25c2c92cdb117802d9c0a4c70afc9a8bfb0da875bc6e66191e2349fcdf3f"></a>

## Implementation of Borrow

```rust
impl<T> Borrow<T> for T where T: ?Sized
```

<a id="impl-796e80d926348273a22b04d8e84f510693b11c06ec57c3c3e2e8c1524094a85c"></a>

## Implementation of BorrowMut

```rust
impl<T> BorrowMut<T> for T where T: ?Sized
```

<a id="impl-8360e4092e7ec4a05a26dd304cd739398f0cacc50c8d08dd5be0223d1a08d02e"></a>

## Implementation of ByRef

```rust
impl<T> ByRef<T> for T
```

<a id="impl-dbb1293b7b5dd80c4d9a98cfdd6843dc7470224c0b1387731cd418da07046d7b"></a>

## Implementation of CastableFrom

```rust
impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT where ST: ?Sized, DT: ?Sized
```

<a id="impl-97b65e7dfc44b5ecaa495a3a19fe737914a1e9f8532200cf8f46191314e7d777"></a>

## Implementation of CastableFrom

```rust
impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT where ST: ?Sized, DT: ?Sized
```

<a id="impl-86d7da2bfd1140cc1675dfe6a975e6a2762338ab32731152da0723858ef3aa81"></a>

## Implementation of CloneToUninit

```rust
impl<T> CloneToUninit for T where T: Clone
```

<a id="impl-d82ade77f1f9b6253ee49e007ed46a4df3334a6069d1fdef6fd67634c6a19d9a"></a>

## Implementation of Equivalent

```rust
impl<Q, K> Equivalent<K> for Q where Q: Eq + ?Sized, K: Borrow<Q> + ?Sized
```

<a id="impl-a4865d4893a8972c2d56ee8a90bead5c7361c039dd168c58c183431204efd0d1"></a>

## Implementation of Equivalent

```rust
impl<Q, K> Equivalent<K> for Q where Q: Eq + ?Sized, K: Borrow<Q> + ?Sized
```

<a id="impl-c22bdd3b1b677b66eb32d1c182cc1410c7f0c46491dd74e6a659647c238d19ec"></a>

## Implementation of From

```rust
impl<T> From<T> for T
```

<a id="impl-5adf6ca1830f30fbbac655ab8ff394d254954df7ededc7cc833c72fdc87d6f00"></a>

## Implementation of Imply

```rust
impl<T, U> Imply<T> for U where T: ?Sized, U: ?Sized
```

<a id="impl-85eec431edd188129f88290bbcb748e4d2fdc97f7efef3c162b8c252286ffec0"></a>

## Implementation of Into

```rust
impl<T, U> Into<U> for T where U: From<T>
```

<a id="impl-c40268dd59dd3329202d3c0544c62372e98ff3baa8ec442ec00752e024ec1d06"></a>

## Implementation of IntoEither

```rust
impl<T> IntoEither for T
```

<a id="impl-5655b1ef858b34a584cb80104f040c8a4063ced0d281311a0833ed12aefde86e"></a>

## Implementation of Pointable

```rust
impl<T> Pointable for T
```

<a id="impl-8cc2aa01198fc9fa44f08b889f62988d70d2a7f4f0f11f4666d4c08bdaddb22a"></a>

## Implementation of Read

```rust
impl<T> Read<Exclusive, BecauseExclusive> for T where T: ?Sized
```

<a id="impl-5ea09131039c62dd92b119d480a35c7e2b33d2b81dccf0b849f6b1f19f4bda24"></a>

## Implementation of Same

```rust
impl<T> Same for T
```

<a id="impl-e7c74775fb3ccca97dde289783210508c61e4f404318b19c70c2c185f535f063"></a>

## Implementation of Scalar

```rust
impl<T> Scalar for T where T: 'static + Clone + PartialEq + Debug
```

<a id="impl-7ee6ff38d6674f5edfe4734359062c2a67a572cff5899a89704764822b931c7f"></a>

## Implementation of SupersetOf

```rust
impl<SS, SP> SupersetOf<SS> for SP where SS: SubsetOf<SP>
```

<a id="impl-a8ef6e94191301c3685488478f4905086c47137bac2d606ea4d09631d5472b06"></a>

## Implementation of ToOwned

```rust
impl<T> ToOwned for T where T: Clone
```

<a id="impl-83960135d00d98080c95a08867729696e36811280c2dd9cf34c1b4fe21c81e18"></a>

## Implementation of TryFrom

```rust
impl<T, U> TryFrom<U> for T where U: Into<T>
```

<a id="impl-1cc495bcaa5112ffb304e7f0de674feca391fd97f47bec86033a9225b72ac05c"></a>

## Implementation of TryInto

```rust
impl<T, U> TryInto<U> for T where U: TryFrom<T>
```
