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Improve comments for clarity in logistic regression, stats overview, PCA, correlation, descriptive statistics, and matrix tests

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This commit is contained in:
Palash Tyagi
2025-08-02 21:59:22 +01:00
parent 5509416d5f
commit 7720312354
7 changed files with 22 additions and 78 deletions
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2
examples/logistic_regression.rs
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@@ -16,7 +16,7 @@ fn student_passing_example() {
// Hours studied for each student
let hours = vec![1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0];
// 0 = fail, 1 = pass
// Label: 0 denotes failure and 1 denotes success
let passed = vec![0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 1.0];
let x = Matrix::from_vec(hours.clone(), hours.len(), 1);

6
examples/stats_overview.rs
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@@ -6,9 +6,9 @@ use rustframe::matrix::{Axis, Matrix};
/// Demonstrates some of the statistics utilities in Rustframe.
///
/// The example is split into three parts:
/// 1. Basic descriptive statistics on a small data set.
/// 2. Covariance and correlation calculations.
/// 3. Simple inferential tests (t-test and chi-square).
/// - Basic descriptive statistics on a small data set
/// - Covariance and correlation calculations
/// - Simple inferential tests (t-test and chi-square)
fn main() {
descriptive_demo();
println!("\n-----\n");