3D graph plot using python mpl_toolkits
we are going to learn 3D graph plotting using python package mpl_toolkits using mpl_toolkits package we plot different type of 3D graph
let's start...
Today we can solve 4 types of Q.
1. Plot 3D graph of f(x)=sin(x^2 +y^2) in -6<x,y<6
2. Plot 3D graph of f(x)=x*e^(-x^2 -y^2) in -6<x,y<6
3. Plot 3D parabola graph of f(x)=x^2 +y^2 in -10<x,y<10
4. Plot 3D surface graph of f(x)=x^2 +y^2 in -10<x,y<10
Q1. Plot 3D graph of f(x)=sin(x^2 +y^2) in -6<x,y<6
In this program, we are polt a 3D graph using python
The Program is divide into 5 step
Step1:-- import python package using
from mpl_toolkits import mplot3d
import numpy as np
from pylab import *
Step2:- assign the value of x ,y and create function
def f(x, y):
return np.sin(np.sqrt(x**2+y**2))
Step3:- assign the value of x ,y, z using given reange point
x = linspace(-6, 6, 30)
y = linspace(-6, 6, 30)
X, Y = np.meshgrid(x, y)
Z = f(X, Y)
Step4:- create a graph
ax = axes(projection='3d')
ax.contour3D(X, Y, Z, 50)
Step5 :- Show your graph using ,show() function
xlabel("x")
ylabel("Y")
title("3D graph")
legend(loc=0)
show()
Complete program
# plot graph of f(x)=sin(x^2 +y^2) in -6<x,y<6
from mpl_toolkits import mplot3d
import numpy as np
from pylab import *
def f(x, y):
return np.sin(np.sqrt(x**2+y**2))
x = linspace(-6, 6, 30)
y = linspace(-6, 6, 30)
X, Y = np.meshgrid(x, y)
Z = f(X, Y)
ax = axes(projection='3d')
ax.contour3D(X, Y, Z, 50)
xlabel("x")
ylabel("Y")
title("3D graph")
legend(loc=0)
show()
Output
Q2. Plot 3D graph of f(x)=x*e^(-x^2 -y^2) in -6<x,y<6
In this program, we are polt a 3D graph using python
The Program is divide into 5 step
Step1:-- import python package using
from mpl_toolkits import mplot3d
import numpy as np
from pylab import *
Step2:- assign the value of x ,y and create function
def f(x, y):
return x*np.exp(-x**2-y**2)
Step3:- assign the value of x ,y, z using given reange point
x = linspace(-6, 6, 30)
y = linspace(-6, 6, 30)
X, Y = np.meshgrid(x, y)
Z = f(X, Y)
Step4:- create a graph
ax = axes(projection='3d')
ax.plot_wireframe(X, Y, Z, rstride=2, cstride=2)
Step5 :- Show your graph using ,show() function
xlabel("x")
ylabel("Y")
title("3D graph wireframe")
legend(loc=0)
show()
Complete program
# plot graph of f(x)=x*e^(-x^2 -y^2) in -6<x,y<6
from mpl_toolkits import mplot3d
import numpy as np
from pylab import *
def f(x, y):
return x*np.exp(-x**2-y**2)
x = linspace(-6, 6, 30)
y = linspace(-6, 6, 30)
X, Y = np.meshgrid(x, y)
Z = f(X, Y)
ax = axes(projection='3d')
ax.plot_wireframe(X, Y, Z, rstride=2, cstride=2)
xlabel("x")
ylabel("Y")
title("3D graph wireframe")
legend(loc=0)
show()
Output
Q3. Plot 3D parabola graph of f(x)=x^2 +y^2 in -10<x,y<10
In this program, we are polt a 3D graph using python
The Program is divide into 5 step
Step1:-- import python package using
from mpl_toolkits import mplot3d
import numpy as np
from pylab import *
Step2:- assign the value of x ,y and create function
def f(x, y):
return x**2+y**2
Step3:- assign the value of x ,y, z using given reange point
x = linspace(-6, 6, 30)
y = linspace(-6, 6, 30)
X, Y = np.meshgrid(x, y)
Z = f(X, Y)
Step4:- create a graph
ax = axes(projection='3d')
ax.contour3D(X, Y, Z, 50)
Step5 :- Show your graph using ,show() function
xlabel("x")
ylabel("Y")
title("3D parabola graph")
legend(loc=0)
show()
Complete program
# plot graph of f(x)=x^2 +y^2 in -10<x,y<10
from mpl_toolkits import mplot3d
import numpy as np
from pylab import *
def f(x, y):
return x**2+y**2
x = linspace(-10, 10, 50)
y = linspace(-10, 10, 50)
X, Y = np.meshgrid(x, y)
Z = f(X, Y)
ax = axes(projection='3d')
ax.contour3D(X, Y, Z, 50)
xlabel("x")
ylabel("Y")
title("3D parabola graph")
legend(loc=0)
show()
Output
Q4. Plot 3D surface graph of f(x)=x^2 +y^2 in -10<x,y<10
In this program, we are polt a 3D graph using python
The Program is divide into 5 step
Step1:-- import python package using
from mpl_toolkits import mplot3d
import numpy as np
from pylab import *
Step2:- assign the value of x ,y and create function
def f(x, y):
return x**2+y**2
Step3:- assign the value of x ,y, z using given reange point
x = linspace(-6, 6, 30)
y = linspace(-6, 6, 30)
X, Y = np.meshgrid(x, y)
Z = f(X, Y)
Step4:- create a graph
ax = axes(projection='3d')
ax.plot_surface(X, Y, Z)
Step5 :- Show your graph using ,show() function
xlabel("x")
ylabel("Y")
title("3D surface graph")
legend(loc=0)
show()
Complete program
# plot graph of f(x)=x^2 +y^2 in -10<x,y<10
from mpl_toolkits import mplot3d
import numpy as np
from pylab import *
def f(x, y):
return x**2+y**2
x = linspace(-10, 10, 50)
y = linspace(-10, 10, 50)
X, Y = np.meshgrid(x, y)
Z = f(X, Y)
ax = axes(projection='3d')
ax.plot_surface(X, Y, Z)
xlabel("x")
ylabel("Y")
title("3D surface graph")
legend(loc=0)
show()
Output
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