【Python】np.linspace用法介绍
np.linspace主要用来创建等差数列。np.linspace参数:numpy.linspace(start, stop, num=50, endpoint=True, retstep=False, dtype=None, axis=0)Return evenly spaced numbers over a specified interval.(在start和stop之间返回均匀间隔的数据)
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np.linspace主要用来创建等差数列。
np.linspace参数:
numpy.linspace(start, stop, num=50, endpoint=True, retstep=False, dtype=None, axis=0)
- Return evenly spaced numbers over a specified interval.
(在start和stop之间返回均匀间隔的数据) - Returns num evenly spaced samples, calculated over the interval [start, stop].
(返回的是 [start, stop]之间的均匀分布) - The endpoint of the interval can optionally be excluded.
Changed in version 1.16.0: Non-scalar start and stop are now supported.
(可以选择是否排除间隔的终点)
参数:
start:返回样本数据开始点
stop:返回样本数据结束点
num:生成的样本数据量,默认为50
endpoint:True则包含stop;False则不包含stop
retstep:If True, return (samples, step), where step is the spacing between samples.(即如果为True则结果会给出数据间隔)
dtype:输出数组类型
axis:0(默认)或-1
使用例子:
import numpy as np
a = np.linspace(1.0, 3.0, num=5)
print(a)
b = np.linspace(1, 3.0, num=5, endpoint=False)
print(b)
c = np.linspace(1, 3.0, num=5, retstep=True)
print(c)
输出:
[1. 1.5 2. 2.5 3. ]
[1. 1.4 1.8 2.2 2.6]
(array([1. , 1.5, 2. , 2.5, 3. ]), 0.5)
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