numpy.set_printoptions()
set_printoptions()
设置输出样式
numpy.set_printoptions(precision=None,
threshold=None,
edgeitems=None,
linewidth=None,
suppress=None,
nanstr=None,
infstr=None,
formatter=None
)[source]
precision
: int, optional,float输出的精度,即小数点后维数,默认8( Number of digits of precision for floating point output (default 8))threshold
: int, optional,当数组数目过大时,设置显示几个数字,其余用省略号(Total number of array elements which trigger summarization rather than full repr (default 1000).)edgeitems
: int, optional,边缘数目(Number of array items in summary at beginning and end of each dimension (default 3)).linewidth
: int, optional,The number of characters per line for the purpose of inserting line breaks (default 75).suppress
: bool, optional,是否压缩由科学计数法表示的浮点数(Whether or not suppress printing of small floating point values using scientific notation (default False).)nanstr
: str, optional,String representation of floating point not-a-number (default nan).infstr
: str, optional,String representation of floating point infinity (default inf).
浮点精度可设置:
>>> np.set_printoptions(precision=4)
>>> print(np.array([1.123456789]))
[ 1.1235]
长数组可概括为:
>>> np.set_printoptions(threshold=5)
>>> print(np.arange(10))
[0 1 2 ..., 7 8 9]
np.set_printoptions(threshold=np.nan)
设置打印时显示方式, threshold=np.nan
意思是输出数组的时候完全输出,不需要省略号将中间数据省略
参考: