NumPy and Matplotlib
NumPy and Matplotlib
Computer Science, CMU 204101 Introduction to Computer
1
Overview
NumPy (Numeric Python) Python (Array)
NumPy commercial software MatLab
NumPy Vector and matrix mathematics
Computer Science, CMU 204101 Introduction to Computer
2
Import NumPy module
import NumPy
import numpy
NumPy numpy.X np import
import numpy as np np.X
Computer Science, CMU 204101 Introduction to Computer
3
Arrays
Arrays NumPy list array int float
Arrays list
Array Vectors Matrices
Computer Science, CMU 204101 Introduction to Computer
4
Vector and Matrix
Vector
1
=
2 ...
1 -2
,
0.6 -4 9
Matrix
11 1
A=
1
1 3
2 4
Computer Science, CMU 204101 Introduction to Computer
5
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