Created
March 9, 2021 08:53
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""" | |
meshgrid(xvec) = meshgrid(xvec, xvec) | |
Produces a 2D meshgrid `X,X` by repeating xvec in y-dimension and xvec in x-dimension. | |
""" | |
meshgrid(v::AbstractVector{T}) where T<:Number = meshgrid(v, v) | |
""" | |
meshgrid(xvec, yvec) | |
Produces a 2D meshgrid `X,Y` by repeating xvec in y-dimension and yvec in x-dimension. | |
""" | |
function meshgrid(vx::AbstractVector{T}, vy::AbstractVector{S}) where T<:Number where S<:Number | |
m, n = length(vy), length(vx) | |
vx = reshape(vx, 1, n) | |
vy = reshape(vy, m, 1) | |
(repeat(vx, m, 1), repeat(vy, 1, n)) | |
end | |
using PyPlot | |
#scalar | |
x = 0:0.1:1 | |
y = 0:0.1:1 | |
f(x,y) = x^2 + y^2 | |
plot3D(x,y,f.(x,y)) # plot a 3D line | |
#meshgrid | |
X,Y = meshgrid(x,y) | |
Z = f.(X,Y) | |
surf(X,Y,Z) # plot a 2D surface | |
contour3D(X,Y,Z) # plot contour lines |
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