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Enhance documentation with usage examples for crate::compute::models

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Palash Tyagi
2025-08-03 16:48:37 +01:00
parent e6964795e3
commit ed01c4b8f2
8 changed files with 116 additions and 0 deletions
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12
src/compute/models/activations.rs
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@@ -1,3 +1,15 @@
//! Common activation functions used in neural networks.
//!
//! Functions operate element-wise on [`Matrix`] values.
//!
//! ```
//! use rustframe::compute::models::activations::sigmoid;
//! use rustframe::matrix::Matrix;
//!
//! let x = Matrix::from_vec(vec![0.0], 1, 1);
//! let y = sigmoid(&x);
//! assert!((y.get(0,0) - 0.5).abs() < 1e-6);
//! ```
use crate::matrix::{Matrix, SeriesOps};
pub fn sigmoid(x: &Matrix<f64>) -> Matrix<f64> {