Python_N-001. basic commend in Numpy

A summary of the basic commands for using NumPy.

 

N-001_basic_commend.py

0.00MB

Operation	Command	Description
Import NumPy	import numpy as np	Import the NumPy library
Create Array	np.array( [1, 2, 3] )	Create an array from a list
Array of Zeros	np.zeros( 5 )	Create an array of zeros
Array of Ones	np.ones( 5 )	Create an array of ones
Identity Matrix	np.eye(3)	Create a 3x3 identity matrix
Full Array	np.full(  (3, 3),  fill_value  )	Create an array filled with a specific value
Range Array	np.arange(10) np.range(10)	Create an array with a range of values   arange() : float   range() : integer
Linspace	np.linspace(0, 1, 10)	Select elements based on a condition
Arithmetic Operation	array + 2	Add 2 to each element of the array
Element-wise Addition	array_1 + array_2	Add two arrays element-wise
Reshape Array	array.reshape((5, 1))	Reshape an array
Access Element	array[0]	Access the first element of the array
Slice Array	array[1:4]	Access a slice of the array
Sum	np.sum(array)	Calculate the sum of the array elements
Mean	np.mean(array)	Calculate the mean of the array elements
Max	np.max(array)	Find the maximum value in the array
Min	np.min(array)	Find the minimum value in the array