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    无水wangyang:【TensorFlow】numply模块与matplotlib模块

    作者:[db:作者] 时间:2021-09-06 13:31

    ?numply模块:

    import numpy as np
    data1 = np.array([1,2,3,4,5])
    print(data1)
    data2 = np.array([[1,2],[3,4]])
    print(data2)
    #维度
    print(data1.shape,data2.shape)
    #zero ones
    print(np.zeros([1,2]),np.ones([2,2]))
    #改查
    data2[1,0]=5
    print(data2)
    print(data2[1,1])
    #基本运算
    data3=np.ones([2,3])
    print(data3*2)#对应相乘
    print(data3/3)#对应相除
    print(data3+2)
    print(data3-2)
    #矩阵的四则运算
    data4=np.array([[1,2,3],[4,5,6]])
    print(data3+data4)
    print(data3-data4)
    print(data3*data4)
    

    matplotlib模块:

    import numpy as np
    import matplotlib.pyplot as plt
    x = np.array([1,2,3,4,5,6,7,8])
    y = np.array([3,5,7,6,2,6,10,15])
    plt.plot(x,y,'r')#折线图
    plt.plot(x,y,'g',lw=10) # lw=line width
    x = np.array([1,2,3,4,5,6,7,8])
    y = np.array([13,25,17,36,21,16,10,15])
    plt.bar(x,y,0.2,alpha=0.2,color='b')#透明度
    plt.show()
    

    cs