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fix README code

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This commit is contained in:
Palash Tyagi 2025-04-28 19:21:15 +01:00
parent 28d052af6a
commit 67d735d08e
1 changed files with 27 additions and 25 deletions
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52
README.md
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@ -53,35 +53,37 @@ let dates: Vec<NaiveDate> =
.list()
.unwrap();
let col_names: Vec<String> = vec!["a".to_string(), "b".to_string()];
let col_names: Vec<String> = vec!["a".to_string(), "b".to_string()];
let ma: Matrix<f64> = Matrix::from_cols(vec![vec![1.0, 2.0, 3.0, 4.0], vec![5.0, 6.0, 7.0, 8.0]]);
let mb: Matrix<f64> = Matrix::from_cols(vec![vec![4.0, 3.0, 2.0, 1.0], vec![8.0, 7.0, 6.0, 5.0]]);
let ma: Matrix<f64> =
Matrix::from_cols(vec![vec![1.0, 2.0, 3.0, 4.0], vec![5.0, 6.0, 7.0, 8.0]]);
let mb: Matrix<f64> =
Matrix::from_cols(vec![vec![4.0, 3.0, 2.0, 1.0], vec![8.0, 7.0, 6.0, 5.0]]);
let fa: Frame<f64> = Frame::new(
ma.clone(),
col_names.clone(),
Some(RowIndex::Date(dates.clone())),
);
let fb: Frame<f64> = Frame::new(mb, col_names, Some(RowIndex::Date(dates)));
let fa: Frame<f64> = Frame::new(
ma.clone(),
Some(col_names.clone()),
Some(RowIndex::Date(dates.clone())),
);
let fb: Frame<f64> = Frame::new(mb, Some(col_names), Some(RowIndex::Date(dates)));
// Math that reads like math
let result: Frame<f64> = &fa * &fb; // element‑wise multiply
let total: f64 = result.sum_vertical().iter().sum::<f64>();
assert_eq!(total, 184.0);
// Math that reads like math
let result: Frame<f64> = &fa * &fb; // element‑wise multiply
let total: f64 = result.sum_vertical().iter().sum::<f64>();
assert_eq!(total, 184.0);
// broadcast & reduce
let result: Matrix<f64> = &ma + 1.0; // add scalar
let result: Matrix<f64> = &result - 1.0; // subtract scalar
let result: Matrix<f64> = &result * 2.0; // multiply by scalar
let result: Matrix<f64> = &result / 2.0; // divide by scalar
// broadcast & reduce
let result: Matrix<f64> = &ma + 1.0; // add scalar
let result: Matrix<f64> = &result - 1.0; // subtract scalar
let result: Matrix<f64> = &result * 2.0; // multiply by scalar
let result: Matrix<f64> = &result / 2.0; // divide by scalar
let check: bool = result.eq_elementwise(ma.clone()).all();
assert!(check);
let check: bool = result.eq_elementwise(ma.clone()).all();
assert!(check);
// The above math can also be written as:
let check: bool = (&(&(&(&ma + 1.0) - 1.0) * 2.0) / 2.0)
.eq_elementwise(ma)
.all();
assert!(check);
// The above math can also be written as:
let check: bool = (&(&(&(&ma + 1.0) - 1.0) * 2.0) / 2.0)
.eq_elementwise(ma)
.all();
assert!(check);
```