NumPy Syntax
NumPy Syntax
Import
Importing Module
import numpy as np
Read Data
np.genfromtxt(...)
Example
data = np.genfromtxt("file_name.csv", delimiter=",", skip_header=1, dtype="U75")
Arrays
Creating Arrays
np.array(...)
Example
matrix = np.array([[1, 2, 3], [4, 5, 6]])
Array Shape
np_arr.shape
Array Data Type
np_arr.dtype
Array Comparison
# returns bool vector
np_arr02 = (np_arr01 == value)
Example
# selecting rows using bool vector
selected_rows = np_arr03[np_arr02,:]
# replacing values using bool vector
np_arr03[np_arr02,:] = value
Converting Data Types
np_obj.astype(type)
Computing with NumPy
Example
# sum|mean|max|min etc, 0|1 = row|col
np_obj.sum(axis=0)
Written on June 5, 2017