concision_linear/impls/model/
impl_linear.rs

1/*
2    Appellation: impl_linear <impls>
3    Contrib: FL03 <jo3mccain@icloud.com>
4*/
5use crate::{Config, Linear, ParamMode, ParamsBase};
6use core::borrow::{Borrow, BorrowMut};
7use nd::{DataOwned, Ix2, RawData, RemoveAxis};
8
9impl<A, K, S> Linear<A, K, Ix2, S>
10where
11    K: ParamMode,
12    S: RawData<Elem = A>,
13{
14    pub fn from_features(inputs: usize, outputs: usize) -> Self
15    where
16        A: Clone + Default,
17        S: DataOwned,
18    {
19        let config = Config::std(inputs, outputs);
20        let params = ParamsBase::new(config.dim());
21        Self { config, params }
22    }
23}
24
25impl<A, S, D, K> Borrow<Config<K, D>> for Linear<A, K, D, S>
26where
27    D: RemoveAxis,
28    S: RawData<Elem = A>,
29{
30    fn borrow(&self) -> &Config<K, D> {
31        &self.config
32    }
33}
34
35impl<A, S, D, K> Borrow<ParamsBase<S, D, K>> for Linear<A, K, D, S>
36where
37    D: RemoveAxis,
38    S: RawData<Elem = A>,
39{
40    fn borrow(&self) -> &ParamsBase<S, D, K> {
41        &self.params
42    }
43}
44
45impl<A, S, D, K> BorrowMut<ParamsBase<S, D, K>> for Linear<A, K, D, S>
46where
47    D: RemoveAxis,
48    S: RawData<Elem = A>,
49{
50    fn borrow_mut(&mut self) -> &mut ParamsBase<S, D, K> {
51        &mut self.params
52    }
53}
concision_linear/impls/model/impl_linear.rs

concision_linear/impls/model/
impl_linear.rs
