programming python

Con trăn gamma ppf

 classScipy. không gian. kdtree [data, LeafSize = 10, compact_nodes = true, copy_data = false, Balance_tree = true, boxSize = none] [nguồn]#scipy. không gian. KDTree[data, leafsize=10, compact_nodes=True, copy_data=False,balance_tree=True, boxsize=None][source]#scipy. không gian. KDTree[dữ liệu , kích thước lá=10 , compact_nodes=True , copy_data=Sai , balanced_tree=Đúng , kích thước hộp=Không có][source]#

KD-Tree to tra cứu thời gian gần nhất

Lớp này cung cấp một chỉ mục vào một tập hợp các điểm K có thể được sử dụng để nhanh chóng tìm kiếm các hàng xóm gần nhất của bất kỳ điểm nào

Tham sốdataarray_like, shape format [n, m]dataarray_like, shape [n,m]data mảng_giống, hình dạng [n, m]

The data point n of size m will be set up index. Mục này không được sao chép ngoại trừ khi điều này là cần thiết để tạo ra một mảng kép tiếp giáp. Dữ liệu cũng được sao chép nếu cây KD được xây dựng với copy_data = true

số liệu thống kê scipy. gamma[]. con trăn

Cải thiện bài viết

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  • Cập nhật lần cuối. 27 tháng 3 năm 2019

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    • Cải thiện bài viết

    Lưu bài viết

    scipy. số liệu thống kê. gamma[] là biến ngẫu nhiên liên tục gamma được xác định với định dạng chuẩn và một số tham số hình dạng để hoàn thành đặc điểm kỹ thuật của nó

    Thông số.
    -> q. xác suất đuôi trên và dưới
    -> x. lượng tử
    -> loc. [tùy chọn]thông số vị trí. Mặc định = 0
    -> tỷ lệ. [tùy chọn] tham số tỷ lệ. Mặc định = 1
    -> kích thước. [bộ số nguyên, tùy chọn] hình dạng hoặc biến thể ngẫu nhiên.
    ->a. tham số hình dạng
    -> khoảnh khắc. [tùy chọn] bao gồm các chữ cái [‘mvsk’]; . [mặc định = ‘mv’].

    Kết quả. biến ngẫu nhiên liên tục gamma

    Mã số 1. Tạo biến ngẫu nhiên liên tục gamma




    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    5 
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    6
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    7 
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    8

    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    9

    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    0
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    1 
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    0

    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    1
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    1 
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    3
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    4
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    5
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    6 
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    0

    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    8
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    1 
    Distribution : 
 [0.         0.06122449 0.12244898 0.18367347 0.24489796 0.30612245
 0.36734694 0.42857143 0.48979592 0.55102041 0.6122449  0.67346939
 0.73469388 0.79591837 0.85714286 0.91836735 0.97959184 1.04081633
 1.10204082 1.16326531 1.2244898  1.28571429 1.34693878 1.40816327
 1.46938776 1.53061224 1.59183673 1.65306122 1.71428571 1.7755102
 1.83673469 1.89795918 1.95918367 2.02040816 2.08163265 2.14285714
 2.20408163 2.26530612 2.32653061 2.3877551  2.44897959 2.51020408
 2.57142857 2.63265306 2.69387755 2.75510204 2.81632653 2.87755102
 2.93877551 3.        ]
    0

    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    9

    Distribution : 
 [0.         0.06122449 0.12244898 0.18367347 0.24489796 0.30612245
 0.36734694 0.42857143 0.48979592 0.55102041 0.6122449  0.67346939
 0.73469388 0.79591837 0.85714286 0.91836735 0.97959184 1.04081633
 1.10204082 1.16326531 1.2244898  1.28571429 1.34693878 1.40816327
 1.46938776 1.53061224 1.59183673 1.65306122 1.71428571 1.7755102
 1.83673469 1.89795918 1.95918367 2.02040816 2.08163265 2.14285714
 2.20408163 2.26530612 2.32653061 2.3877551  2.44897959 2.51020408
 2.57142857 2.63265306 2.69387755 2.75510204 2.81632653 2.87755102
 2.93877551 3.        ]
    2 
    Distribution : 
 [0.         0.06122449 0.12244898 0.18367347 0.24489796 0.30612245
 0.36734694 0.42857143 0.48979592 0.55102041 0.6122449  0.67346939
 0.73469388 0.79591837 0.85714286 0.91836735 0.97959184 1.04081633
 1.10204082 1.16326531 1.2244898  1.28571429 1.34693878 1.40816327
 1.46938776 1.53061224 1.59183673 1.65306122 1.71428571 1.7755102
 1.83673469 1.89795918 1.95918367 2.02040816 2.08163265 2.14285714
 2.20408163 2.26530612 2.32653061 2.3877551  2.44897959 2.51020408
 2.57142857 2.63265306 2.69387755 2.75510204 2.81632653 2.87755102
 2.93877551 3.        ]
    3
    Distribution : 
 [0.         0.06122449 0.12244898 0.18367347 0.24489796 0.30612245
 0.36734694 0.42857143 0.48979592 0.55102041 0.6122449  0.67346939
 0.73469388 0.79591837 0.85714286 0.91836735 0.97959184 1.04081633
 1.10204082 1.16326531 1.2244898  1.28571429 1.34693878 1.40816327
 1.46938776 1.53061224 1.59183673 1.65306122 1.71428571 1.7755102
 1.83673469 1.89795918 1.95918367 2.02040816 2.08163265 2.14285714
 2.20408163 2.26530612 2.32653061 2.3877551  2.44897959 2.51020408
 2.57142857 2.63265306 2.69387755 2.75510204 2.81632653 2.87755102
 2.93877551 3.        ]
    4
    Distribution : 
 [0.         0.06122449 0.12244898 0.18367347 0.24489796 0.30612245
 0.36734694 0.42857143 0.48979592 0.55102041 0.6122449  0.67346939
 0.73469388 0.79591837 0.85714286 0.91836735 0.97959184 1.04081633
 1.10204082 1.16326531 1.2244898  1.28571429 1.34693878 1.40816327
 1.46938776 1.53061224 1.59183673 1.65306122 1.71428571 1.7755102
 1.83673469 1.89795918 1.95918367 2.02040816 2.08163265 2.14285714
 2.20408163 2.26530612 2.32653061 2.3877551  2.44897959 2.51020408
 2.57142857 2.63265306 2.69387755 2.75510204 2.81632653 2.87755102
 2.93877551 3.        ]
    5

    đầu ra

    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    2

    Mã số 2. biến ngẫu nhiên gamma tổng quát




    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    7 
    Distribution : 
 [0.         0.06122449 0.12244898 0.18367347 0.24489796 0.30612245
 0.36734694 0.42857143 0.48979592 0.55102041 0.6122449  0.67346939
 0.73469388 0.79591837 0.85714286 0.91836735 0.97959184 1.04081633
 1.10204082 1.16326531 1.2244898  1.28571429 1.34693878 1.40816327
 1.46938776 1.53061224 1.59183673 1.65306122 1.71428571 1.7755102
 1.83673469 1.89795918 1.95918367 2.02040816 2.08163265 2.14285714
 2.20408163 2.26530612 2.32653061 2.3877551  2.44897959 2.51020408
 2.57142857 2.63265306 2.69387755 2.75510204 2.81632653 2.87755102
 2.93877551 3.        ]
    7

    Distribution : 
 [0.         0.06122449 0.12244898 0.18367347 0.24489796 0.30612245
 0.36734694 0.42857143 0.48979592 0.55102041 0.6122449  0.67346939
 0.73469388 0.79591837 0.85714286 0.91836735 0.97959184 1.04081633
 1.10204082 1.16326531 1.2244898  1.28571429 1.34693878 1.40816327
 1.46938776 1.53061224 1.59183673 1.65306122 1.71428571 1.7755102
 1.83673469 1.89795918 1.95918367 2.02040816 2.08163265 2.14285714
 2.20408163 2.26530612 2.32653061 2.3877551  2.44897959 2.51020408
 2.57142857 2.63265306 2.69387755 2.75510204 2.81632653 2.87755102
 2.93877551 3.        ]
    8
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    1 
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    50_______351____352
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    53
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    52
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    55
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    56

    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    57

    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    58

    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    59
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    1 
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    61
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    1 
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    63
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    64
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    1 
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    66
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    56

    Distribution : 
 [0.         0.06122449 0.12244898 0.18367347 0.24489796 0.30612245
 0.36734694 0.42857143 0.48979592 0.55102041 0.6122449  0.67346939
 0.73469388 0.79591837 0.85714286 0.91836735 0.97959184 1.04081633
 1.10204082 1.16326531 1.2244898  1.28571429 1.34693878 1.40816327
 1.46938776 1.53061224 1.59183673 1.65306122 1.71428571 1.7755102
 1.83673469 1.89795918 1.95918367 2.02040816 2.08163265 2.14285714
 2.20408163 2.26530612 2.32653061 2.3877551  2.44897959 2.51020408
 2.57142857 2.63265306 2.69387755 2.75510204 2.81632653 2.87755102
 2.93877551 3.        ]
    2 
    Distribution : 
 [0.         0.06122449 0.12244898 0.18367347 0.24489796 0.30612245
 0.36734694 0.42857143 0.48979592 0.55102041 0.6122449  0.67346939
 0.73469388 0.79591837 0.85714286 0.91836735 0.97959184 1.04081633
 1.10204082 1.16326531 1.2244898  1.28571429 1.34693878 1.40816327
 1.46938776 1.53061224 1.59183673 1.65306122 1.71428571 1.7755102
 1.83673469 1.89795918 1.95918367 2.02040816 2.08163265 2.14285714
 2.20408163 2.26530612 2.32653061 2.3877551  2.44897959 2.51020408
 2.57142857 2.63265306 2.69387755 2.75510204 2.81632653 2.87755102
 2.93877551 3.        ]
    3____370
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    71

    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    9

    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    73

    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    59
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    1 
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    76
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    1 
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    78
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    79
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    1 
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    53
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    56

    Distribution : 
 [0.         0.06122449 0.12244898 0.18367347 0.24489796 0.30612245
 0.36734694 0.42857143 0.48979592 0.55102041 0.6122449  0.67346939
 0.73469388 0.79591837 0.85714286 0.91836735 0.97959184 1.04081633
 1.10204082 1.16326531 1.2244898  1.28571429 1.34693878 1.40816327
 1.46938776 1.53061224 1.59183673 1.65306122 1.71428571 1.7755102
 1.83673469 1.89795918 1.95918367 2.02040816 2.08163265 2.14285714
 2.20408163 2.26530612 2.32653061 2.3877551  2.44897959 2.51020408
 2.57142857 2.63265306 2.69387755 2.75510204 2.81632653 2.87755102
 2.93877551 3.        ]
    2 
    Distribution : 
 [0.         0.06122449 0.12244898 0.18367347 0.24489796 0.30612245
 0.36734694 0.42857143 0.48979592 0.55102041 0.6122449  0.67346939
 0.73469388 0.79591837 0.85714286 0.91836735 0.97959184 1.04081633
 1.10204082 1.16326531 1.2244898  1.28571429 1.34693878 1.40816327
 1.46938776 1.53061224 1.59183673 1.65306122 1.71428571 1.7755102
 1.83673469 1.89795918 1.95918367 2.02040816 2.08163265 2.14285714
 2.20408163 2.26530612 2.32653061 2.3877551  2.44897959 2.51020408
 2.57142857 2.63265306 2.69387755 2.75510204 2.81632653 2.87755102
 2.93877551 3.        ]
    3____385
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    71

    đầu ra

    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]

    Mã số 3. Đại diện đồ họa




    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    7 
    Distribution : 
 [0.         0.06122449 0.12244898 0.18367347 0.24489796 0.30612245
 0.36734694 0.42857143 0.48979592 0.55102041 0.6122449  0.67346939
 0.73469388 0.79591837 0.85714286 0.91836735 0.97959184 1.04081633
 1.10204082 1.16326531 1.2244898  1.28571429 1.34693878 1.40816327
 1.46938776 1.53061224 1.59183673 1.65306122 1.71428571 1.7755102
 1.83673469 1.89795918 1.95918367 2.02040816 2.08163265 2.14285714
 2.20408163 2.26530612 2.32653061 2.3877551  2.44897959 2.51020408
 2.57142857 2.63265306 2.69387755 2.75510204 2.81632653 2.87755102
 2.93877551 3.        ]
    7

    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    7 
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    90

    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    9

    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    92_______41 
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    94____378____396
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    97
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    98

    Distribution : 
 [0.         0.06122449 0.12244898 0.18367347 0.24489796 0.30612245
 0.36734694 0.42857143 0.48979592 0.55102041 0.6122449  0.67346939
 0.73469388 0.79591837 0.85714286 0.91836735 0.97959184 1.04081633
 1.10204082 1.16326531 1.2244898  1.28571429 1.34693878 1.40816327
 1.46938776 1.53061224 1.59183673 1.65306122 1.71428571 1.7755102
 1.83673469 1.89795918 1.95918367 2.02040816 2.08163265 2.14285714
 2.20408163 2.26530612 2.32653061 2.3877551  2.44897959 2.51020408
 2.57142857 2.63265306 2.69387755 2.75510204 2.81632653 2.87755102
 2.93877551 3.        ]
    2______73____401
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    02

    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    9

    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    04
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    1 
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    06

    đầu ra

    Distribution : 
 [0.         0.06122449 0.12244898 0.18367347 0.24489796 0.30612245
 0.36734694 0.42857143 0.48979592 0.55102041 0.6122449  0.67346939
 0.73469388 0.79591837 0.85714286 0.91836735 0.97959184 1.04081633
 1.10204082 1.16326531 1.2244898  1.28571429 1.34693878 1.40816327
 1.46938776 1.53061224 1.59183673 1.65306122 1.71428571 1.7755102
 1.83673469 1.89795918 1.95918367 2.02040816 2.08163265 2.14285714
 2.20408163 2.26530612 2.32653061 2.3877551  2.44897959 2.51020408
 2.57142857 2.63265306 2.69387755 2.75510204 2.81632653 2.87755102
 2.93877551 3.        ]

    Mã số 4. Thay đổi đối số vị trí




    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    7 
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    90

    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    7 
    Distribution : 
 [0.         0.06122449 0.12244898 0.18367347 0.24489796 0.30612245
 0.36734694 0.42857143 0.48979592 0.55102041 0.6122449  0.67346939
 0.73469388 0.79591837 0.85714286 0.91836735 0.97959184 1.04081633
 1.10204082 1.16326531 1.2244898  1.28571429 1.34693878 1.40816327
 1.46938776 1.53061224 1.59183673 1.65306122 1.71428571 1.7755102
 1.83673469 1.89795918 1.95918367 2.02040816 2.08163265 2.14285714
 2.20408163 2.26530612 2.32653061 2.3877551  2.44897959 2.51020408
 2.57142857 2.63265306 2.69387755 2.75510204 2.81632653 2.87755102
 2.93877551 3.        ]
    7

    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    9

    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    12
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    1 
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    94____378
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    52
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    17____352
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    19
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    56

    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    9

    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    02

    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    03
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    1 
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    05
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    53______352
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    97
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    56

    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    10
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    1 
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    05
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    53
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    52
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    15
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    56

    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    17
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    18
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    19
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    20
    Random Variates : 
 [0.01601209 0.05164555 1.22072489 0.53476245 0.11529018 0.16966403
 0.59198231 0.71995529 0.86063603 3.81492177]

Probability Distribution : 
 [0.00710916 0.07919869 0.15097014 0.21974949 0.28337498 0.34020629
 0.38910556 0.42939763 0.46081639 0.48344302]
    56

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