Fix prose typos and grammatical errors across 26 .qmd files
Scan of all .qmd files under quarto/ found 43 genuine prose errors in 26 files. Changes by category: Duplicate words removed: - alternatives/makie_plotting.qmd: 'can can' -> 'can'; 'the the' -> 'the' - basics/vectors.qmd: 'the the' -> 'the'; 'which which' -> 'which' - derivatives/condition.qmd: 'the the' -> 'the' - derivatives/derivatives.qmd: 'At at' -> 'At' - derivatives/lhospitals_rule.qmd: 'the the' -> 'the' - derivatives/mean_value_theorem.qmd: 'the the' -> 'the' - derivatives/more_zeros.qmd: 'the the' -> 'the' - differentiable_vector_calculus/matrix_calculus_notes.qmd: 3 instances - differentiable_vector_calculus/plots_plotting.qmd: 'The the' -> 'The' - differentiable_vector_calculus/vector_fields.qmd: 'the the'; 'a a' -> 'a' - differentiable_vector_calculus/vector_valued_functions.qmd: 'the the' - differentiable_vector_calculus/vectors.qmd: 'the the' - integral_vector_calculus/div_grad_curl.qmd: 'the the' - integral_vector_calculus/double_triple_integrals.qmd: 'The the'; 'over over' - integral_vector_calculus/line_integrals.qmd: 'the the' - integral_vector_calculus/review.qmd: 2x 'the the' - integral_vector_calculus/stokes_theorem.qmd: 2x 'the the' - integrals/improper_integrals.qmd: 'the the' - integrals/substitution.qmd: 'that that' -> 'that' - integrals/surface_area.qmd: 'the the' - precalc/functions.qmd: 'that that width' -> 'that the width' Article (a/an) corrections: - basics/calculator.qmd: 'A overview' -> 'An overview' - basics/vectors.qmd: 'A example' -> 'An example'; 'are a implemented' -> 'are implemented' - derivatives/optimization.qmd: 'an trigonometry-free' -> 'a trigonometry-free' - derivatives/taylor_series_polynomials.qmd: 'a error' -> 'an error' - differentiable_vector_calculus/scalar_functions_applications.qmd: 'a optimization' -> 'an optimization' - differentiable_vector_calculus/vectors.qmd: 'a another' -> 'another'; 'a an angle' -> 'an angle' - integral_vector_calculus/double_triple_integrals.qmd: 'a azimuthal' -> 'an azimuthal' - integral_vector_calculus/line_integrals.qmd: 'an current' -> 'a current'; 'an simply' -> 'a simply'; 'an rotational' -> 'a rotational' - limits/intermediate_value_theorem.qmd: 'an local' -> 'a local'; 'an minimum' -> 'a minimum' Other typos: - basics/calculator.qmd: 'is is not' -> 'is not'; 'chicken is an unfamiliar' -> 'chicken in an unfamiliar'; 'but you the oven' -> 'but the oven' - differentiable_vector_calculus/matrix_calculus_notes.qmd: 'symmteric' -> 'symmetric'
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@@ -247,7 +247,7 @@ quiver([0],[0], quiver=([1],[2]))
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The cumbersome syntax, `quiver(x, y, quiver=(u, v))`, is typical here. We naturally describe vectors and points using `[a,b,c]` to combine them, but the plotting functions want to plot many such at a time and expect vectors containing just the `x` values, just the `y` values, etc. The above usage looks a bit odd, as these vectors of `x` and `y` values have only one entry.
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Converting from the one representation to the other requires reshaping the data. We will use the `unzip` function from `CalculusWithJulia` which in turn just uses the the `invert` function of the `SplitApplyCombine` package ("return a new nested container by reversing the order of the nested container") for the bulk of its work.
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Converting from the one representation to the other requires reshaping the data. We will use the `unzip` function from `CalculusWithJulia` which in turn just uses the `invert` function of the `SplitApplyCombine` package ("return a new nested container by reversing the order of the nested container") for the bulk of its work.
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This function takes a vector of vectors, and returns a tuple containing the `x` values, the `y` values, etc. So if `u=[1,2,3]` and `v=[4,5,6]`, then `unzip([u,v])` becomes `([1,4],[2,5],[3,6])`, etc. (The `zip` function in base does essentially the reverse operation, hence the name.) Notationally, `A = [u,v]` can have the third element of the first vector (`u`) accessed by `A[1][3]`, where as `unzip(A)[3][1]` will do the same. We use `unzip([u])` in the following, which for this `u` returns `([1],[2],[3])`. (Note the `[u]` to make a vector of a vector.)
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@@ -679,7 +679,7 @@ But the associative property does not, as $(\vec{u} \cdot \vec{v}) \cdot \vec{w}
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### Cross product
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In three dimensions, there is a another operation between vectors that is similar to multiplication, though we will see with many differences.
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In three dimensions, there is another operation between vectors that is similar to multiplication, though we will see with many differences.
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Let $\vec{u}$ and $\vec{v}$ be two $3$-dimensional vectors, then the *cross* product, $\vec{u} \times \vec{v}$, is defined as a vector with length:
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@@ -875,7 +875,7 @@ $$
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\|\vec{u} \times \vec{v}\| \| \vec{w}\| \cos(\theta),
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$$
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that is, the area of the parallelepiped. Wait, what about $(\vec{v}\times\vec{u})\cdot\vec{w}$? That will have an opposite sign. Yes, in the above, there is an assumption that $\vec{n}$ and $\vec{w}$ have a an angle between them within $[0, \pi/2]$, otherwise an absolute value must be used, as volume is non-negative.
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that is, the area of the parallelepiped. Wait, what about $(\vec{v}\times\vec{u})\cdot\vec{w}$? That will have an opposite sign. Yes, in the above, there is an assumption that $\vec{n}$ and $\vec{w}$ have an angle between them within $[0, \pi/2]$, otherwise an absolute value must be used, as volume is non-negative.
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:::{.callout-note}
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