<<  >> (p.135)
    Author Topic: Bitcoin puzzle transaction ~32 BTC prize to who solves it  (Read 325083 times)

    • citb0in
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    May 21, 2023, 01:12:38 PM
     #2681
    Quote from: kachev87 on May 21, 2023, 12:48:46 PM
    I wrote a small python script to try to predict the next number of the #66 address

    useless - you cannot predict the privkey of any puzzle address
    Some signs are invisible, some paths are hidden - but those who see, know what to do. Follow the trail - Follow your intuition - [bc1qqnrjshpjpypepxvuagatsqqemnyetsmvzqnafh]

  • Minase
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    May 21, 2023, 03:44:27 PM
     #2682
    Quote from: citb0in on May 21, 2023, 01:12:38 PM
    Quote from: kachev87 on May 21, 2023, 12:48:46 PM
    I wrote a small python script to try to predict the next number of the #66 address

    useless - you cannot predict the privkey of any puzzle address
    quite right as any of other methods... i'm trying a new approach now but it will for sure fail or for the fun of things maybe not.
    i'm trying random vs random but on smaller scale (like 16^9), chance 1 in 200 for each run on my current setup.
    in testing i have got better results starting with sha256 hashes of random "strings" instead of simple RNG or sequential but still didnt found anything.
    Good luck everyone...it's all about luck... as for now SHA family is safe

  • digaran
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    May 22, 2023, 03:44:04 AM
     #2683
    I have been working on big numbers and public keys so much, now when I look at them, I'm just blank, totally with no idea what I'm looking at, now I understand why mathematicians are a bit off, they go crazy after a while.🤣
    Need to rest to gain focus, this challenge is what I strive for.
    🖤😏

  • zahid888
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    May 22, 2023, 09:43:40 PM
     #2684
    Quote from: kachev87 on May 21, 2023, 12:48:46 PM
    I wrote a small python script to try to predict the next number of the #66 address

    from sklearn.linear_model import LinearRegression

    # Training numbers
    train_sequence = [1,3,7,8,21,49,76,224,467,514,1155,2683,5216,10544,26867,51510,95823,198669,357535,863317,1811764,3007503,5598802,14428676,33185509,54538862,111949941,227634408,400708894,1033162084,2102388551,3093472814,7137437912,14133072157,20112871792,42387769980,100251560595,146971536592,323724968937,1003651412950,1458252205147,2895374552463,7409811047825,15404761757071,19996463086597,51408670348612,119666659114170,191206974700443,409118905032525,611140496167764,2058769515153876,4216495639600700,6763683971478124,9974455244496707,30045390491869460,44218742292676575,138245758910846492,199976667976342049,525070384258266191,1135041350219496382,1425787542618654982,3908372542507822062,8993229949524469768,17799667357578236628,30568377312064202855]

    # Forming the training data and target values
    X_train = [[2**i] for i in range(len(train_sequence))]  # Powers of 2
    y_train = train_sequence

    # Creating and training the model
    model = LinearRegression()
    model.fit(X_train, y_train)

    # Predicting the next number
    next_number = model.predict([[2**len(train_sequence)]])
    next_number_decimal = int(next_number)  # Converting the predicted number to decimal
    next_number_hex = hex(next_number_decimal)  # Converting the predicted number from decimal to hexadecimal

    print("The next number in the sequence (hexadecimal) is:", next_number_hex)
    print("The next number in the sequence (decimal) is:", next_number_decimal)


    If helpfull 1N97k1LdzjwdG6riN9ksJBhgDQyajV14GU

    The next number in the sequence (hexadecimal) is: 0x370ce49e46646a000 P66
    The next number in the sequence (decimal) is: 63468747843896254464
    The next number in the sequence (hexadecimal) is: 0x6e15318735d5b8000 P67
    The next number in the sequence (decimal) is: 126916812407624663040
    The next number in the sequence (hexadecimal) is: 0xdc25cb5914b880000 P68
    The next number in the sequence (decimal) is: 253812941535081660416
    The next number in the sequence (hexadecimal) is: 0x1b846fefcd27e20000 P69
    The next number in the sequence (decimal) is: 507605199789995720704
    The next number in the sequence (hexadecimal) is: 0x3708966444e0900000 P70 : 349b84b6431a6c4ef1
    The next number in the sequence (decimal) is: 1015189716299823448064
    1BGvwggxfCaHGykKrVXX7fk8GYaLQpeixA

  • kachev87
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    May 22, 2023, 10:35:52 PM
     #2685
    Quote from: zahid888 on May 22, 2023, 09:43:40 PM
    Quote from: kachev87 on May 21, 2023, 12:48:46 PM
    I wrote a small python script to try to predict the next number of the #66 address

    from sklearn.linear_model import LinearRegression

    # Training numbers
    train_sequence = [1,3,7,8,21,49,76,224,467,514,1155,2683,5216,10544,26867,51510,95823,198669,357535,863317,1811764,3007503,5598802,14428676,33185509,54538862,111949941,227634408,400708894,1033162084,2102388551,3093472814,7137437912,14133072157,20112871792,42387769980,100251560595,146971536592,323724968937,1003651412950,1458252205147,2895374552463,7409811047825,15404761757071,19996463086597,51408670348612,119666659114170,191206974700443,409118905032525,611140496167764,2058769515153876,4216495639600700,6763683971478124,9974455244496707,30045390491869460,44218742292676575,138245758910846492,199976667976342049,525070384258266191,1135041350219496382,1425787542618654982,3908372542507822062,8993229949524469768,17799667357578236628,30568377312064202855]

    # Forming the training data and target values
    X_train = [[2**i] for i in range(len(train_sequence))]  # Powers of 2
    y_train = train_sequence

    # Creating and training the model
    model = LinearRegression()
    model.fit(X_train, y_train)

    # Predicting the next number
    next_number = model.predict([[2**len(train_sequence)]])
    next_number_decimal = int(next_number)  # Converting the predicted number to decimal
    next_number_hex = hex(next_number_decimal)  # Converting the predicted number from decimal to hexadecimal

    print("The next number in the sequence (hexadecimal) is:", next_number_hex)
    print("The next number in the sequence (decimal) is:", next_number_decimal)


    If helpfull 1N97k1LdzjwdG6riN9ksJBhgDQyajV14GU

    The next number in the sequence (hexadecimal) is: 0x370ce49e46646a000 P66
    The next number in the sequence (decimal) is: 63468747843896254464
    The next number in the sequence (hexadecimal) is: 0x6e15318735d5b8000 P67
    The next number in the sequence (decimal) is: 126916812407624663040
    The next number in the sequence (hexadecimal) is: 0xdc25cb5914b880000 P68
    The next number in the sequence (decimal) is: 253812941535081660416
    The next number in the sequence (hexadecimal) is: 0x1b846fefcd27e20000 P69
    The next number in the sequence (decimal) is: 507605199789995720704
    The next number in the sequence (hexadecimal) is: 0x3708966444e0900000 P70 : 349b84b6431a6c4ef1
    The next number in the sequence (decimal) is: 1015189716299823448064
    https://media.tenor.com/UiUFIuFzuH0AAAAd/memes-wrong-number.gif

    The goal mate is not give you the exact number, but to get a number that is fairly close to searched number so you can small search in smaller range. As you can se in line #70 the number that predicted is not far away from the actual one.

  • digaran
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    May 23, 2023, 12:56:25 AM
     #2686
    So cool predictor! Can you guys predict the closest range to puzzle 125 please? Just for educational purposes (taking the coins I mean), I'm a bit (alot) noob when it comes to technicalities.😉
    🖤😏

  • kachev87
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    May 23, 2023, 02:39:09 AM
     #2687
    Quote from: digaran on May 23, 2023, 12:56:25 AM
    So cool predictor! Can you guys predict the closest range to puzzle 125 please? Just for educational purposes (taking the coins I mean), I'm a bit (alot) noob when it comes to technicalities.😉
    Ask zahid888 to stretch the results up to p125 and to share it.

  • ProjectSe7en
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    May 23, 2023, 08:57:21 AM
     #2688
    Quote from: kachev87 on May 22, 2023, 10:35:52 PM
    Quote from: zahid888 on May 22, 2023, 09:43:40 PM
    Quote from: kachev87 on May 21, 2023, 12:48:46 PM
    I wrote a small python script to try to predict the next number of the #66 address

    from sklearn.linear_model import LinearRegression

    # Training numbers
    train_sequence = [1,3,7,8,21,49,76,224,467,514,1155,2683,5216,10544,26867,51510,95823,198669,357535,863317,1811764,3007503,5598802,14428676,33185509,54538862,111949941,227634408,400708894,1033162084,2102388551,3093472814,7137437912,14133072157,20112871792,42387769980,100251560595,146971536592,323724968937,1003651412950,1458252205147,2895374552463,7409811047825,15404761757071,19996463086597,51408670348612,119666659114170,191206974700443,409118905032525,611140496167764,2058769515153876,4216495639600700,6763683971478124,9974455244496707,30045390491869460,44218742292676575,138245758910846492,199976667976342049,525070384258266191,1135041350219496382,1425787542618654982,3908372542507822062,8993229949524469768,17799667357578236628,30568377312064202855]

    # Forming the training data and target values
    X_train = [[2**i] for i in range(len(train_sequence))]  # Powers of 2
    y_train = train_sequence

    # Creating and training the model
    model = LinearRegression()
    model.fit(X_train, y_train)

    # Predicting the next number
    next_number = model.predict([[2**len(train_sequence)]])
    next_number_decimal = int(next_number)  # Converting the predicted number to decimal
    next_number_hex = hex(next_number_decimal)  # Converting the predicted number from decimal to hexadecimal

    print("The next number in the sequence (hexadecimal) is:", next_number_hex)
    print("The next number in the sequence (decimal) is:", next_number_decimal)


    If helpfull 1N97k1LdzjwdG6riN9ksJBhgDQyajV14GU

    The next number in the sequence (hexadecimal) is: 0x370ce49e46646a000 P66
    The next number in the sequence (decimal) is: 63468747843896254464
    The next number in the sequence (hexadecimal) is: 0x6e15318735d5b8000 P67
    The next number in the sequence (decimal) is: 126916812407624663040
    The next number in the sequence (hexadecimal) is: 0xdc25cb5914b880000 P68
    The next number in the sequence (decimal) is: 253812941535081660416
    The next number in the sequence (hexadecimal) is: 0x1b846fefcd27e20000 P69
    The next number in the sequence (decimal) is: 507605199789995720704
    The next number in the sequence (hexadecimal) is: 0x3708966444e0900000 P70 : 349b84b6431a6c4ef1
    The next number in the sequence (decimal) is: 1015189716299823448064


    The goal mate is not give you the exact number, but to get a number that is fairly close to searched number so you can small search in smaller range. As you can se in line #70 the number that predicted is not far away from the actual one.

    So… a range greater than 2^65 is not far? OMG! xD

  • zahid888
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    May 23, 2023, 08:40:02 PM
    Last edit: May 23, 2023, 09:11:43 PM by zahid888
     #2689
    Code:
    from sklearn.linear_model import LinearRegression
    import numpy as np

    train_sequence = [1, 3, 7, 8, 21, 49, 76, 224, 467, 514, 1155, 2683, 5216, 10544, 26867, 51510, 95823, 198669, 357535, 863317, 1811764, 3007503, 5598802, 14428676, 33185509, 54538862, 111949941, 227634408, 400708894, 1033162084, 2102388551, 3093472814, 7137437912, 14133072157, 20112871792, 42387769980, 100251560595, 146971536592, 323724968937, 1003651412950, 1458252205147, 2895374552463, 7409811047825, 15404761757071, 19996463086597, 51408670348612, 119666659114170, 191206974700443, 409118905032525, 611140496167764, 2058769515153876, 4216495639600700, 6763683971478124, 9974455244496707, 30045390491869460, 44218742292676575, 138245758910846492, 199976667976342049, 525070384258266191, 1135041350219496382, 1425787542618654982, 3908372542507822062, 8993229949524469768, 17799667357578236628, 30568377312064202855]

    X_train = np.array([[2**i] for i in range(len(train_sequence))])  # Powers of 2
    y_train = np.array(train_sequence)

    model = LinearRegression()
    model.fit(X_train, y_train)

    i = 1
    for i in range(len(train_sequence), 256):
        next_number = model.predict([[2**i]])
        next_number_decimal = int(next_number)
        next_number_hex = hex(next_number_decimal)

        print("Puzzle : "+str(i)+" hexadecimal is:", next_number_hex)
        #print("The next number in the sequence (hexadecimal) is:", next_number_hex)
        #print("The next number in the sequence (decimal) is:", next_number_decimal)
        train_sequence.append(next_number_decimal)
        X_train = np.vstack([X_train, [2**i]])
        y_train = np.append(y_train, next_number_decimal)
        model.fit(X_train, y_train)


    The line from sklearn.linear_model import LinearRegression is importing the LinearRegression class from the linear_model module of the scikit-learn. which is a popular machine learning library in Python that provides various tools and algorithms for data analysis, The LinearRegression class is used to create an instance of a linear regression model. This model is then trained on the provided training_data (X_train and y_train) using the fit() method, which fits the linear regression line to the given data points. Once the model is trained, it can be used to make predictions on new data points using the predict() method. However, in this particular case, the model may not be able to make predictions for the next numbers in the sequence, not even close or far. The predictions generated by the model appear to be the same for each number up to 256, indicating that the model may not be capturing the underlying pattern in the sequence effectively. Consequent, it seems that the model is not useful for predicting the next numbers in the sequence beyond the provided training data. here all prediction 66 to 256, useless  Roll Eyes

    Puzzle : 66 hexadecimal is: 0x370ce49e46646a000
    Puzzle : 67 hexadecimal is: 0x6e15318735d5b8000
    Puzzle : 68 hexadecimal is: 0xdc25cb5914b880000
    Puzzle : 69 hexadecimal is: 0x1b846fefcd27e20000
    Puzzle : 70 hexadecimal is: 0x3708966444e0900000
    Puzzle : 71 hexadecimal is: 0x6e10e34d3451f00000
    Puzzle : 72 hexadecimal is: 0xdc217d1f1334b00000
    Puzzle : 73 hexadecimal is: 0x1b842b0c2d0fa200000
    Puzzle : 74 hexadecimal is: 0x37085180a4c85000000
    Puzzle : 75 hexadecimal is: 0x6e109e699439a400000
    Puzzle : 76 hexadecimal is: 0xdc21383b731c5800000
    Puzzle : 77 hexadecimal is: 0x1b8426bdf30e1c000000
    Puzzle : 78 hexadecimal is: 0x37084d326ac6c6000000
    Puzzle : 79 hexadecimal is: 0x6e109a1b5a3808000000
    Puzzle : 80 hexadecimal is: 0xdc2133ed391ab8000000
    Puzzle : 81 hexadecimal is: 0x1b8426790f6dfd0000000
    Puzzle : 82 hexadecimal is: 0x37084ced8726a60000000
    Puzzle : 83 hexadecimal is: 0x6e1099d67698080000000
    Puzzle : 84 hexadecimal is: 0xdc2133a8557a900000000
    Puzzle : 85 hexadecimal is: 0x1b842674c133fc00000000
    Puzzle : 86 hexadecimal is: 0x37084ce938eca600000000
    Puzzle : 87 hexadecimal is: 0x6e1099d2285df800000000
    Puzzle : 88 hexadecimal is: 0xdc2133a407408800000000
    Puzzle : 89 hexadecimal is: 0x1b8426747c505b000000000
    Puzzle : 90 hexadecimal is: 0x37084ce8f40904000000000
    Puzzle : 91 hexadecimal is: 0x6e1099d1e37a3c000000000
    Puzzle : 92 hexadecimal is: 0xdc2133a3c25ce8000000000
    Puzzle : 93 hexadecimal is: 0x1b8426747802200000000000
    Puzzle : 94 hexadecimal is: 0x37084ce8efbac80000000000
    Puzzle : 95 hexadecimal is: 0x6e1099d1df2c1c0000000000
    Puzzle : 96 hexadecimal is: 0xdc2133a3be0ed00000000000
    Puzzle : 97 hexadecimal is: 0x1b84267477bd4200000000000
    Puzzle : 98 hexadecimal is: 0x37084ce8ef75ee00000000000
    Puzzle : 99 hexadecimal is: 0x6e1099d1dee73400000000000
    Puzzle : 100 hexadecimal is: 0xdc2133a3bdc9d000000000000
    Puzzle : 101 hexadecimal is: 0x1b84267477b8f2000000000000
    Puzzle : 102 hexadecimal is: 0x37084ce8ef71a2000000000000
    Puzzle : 103 hexadecimal is: 0x6e1099d1dee2ec000000000000
    Puzzle : 104 hexadecimal is: 0xdc2133a3bdc5a8000000000000
    Puzzle : 105 hexadecimal is: 0x1b84267477b8af0000000000000
    Puzzle : 106 hexadecimal is: 0x37084ce8ef715a0000000000000
    Puzzle : 107 hexadecimal is: 0x6e1099d1dee2bc0000000000000
    Puzzle : 108 hexadecimal is: 0xdc2133a3bdc5600000000000000
    Puzzle : 109 hexadecimal is: 0x1b84267477b8a900000000000000
    Puzzle : 110 hexadecimal is: 0x37084ce8ef715400000000000000
    Puzzle : 111 hexadecimal is: 0x6e1099d1dee29800000000000000
    Puzzle : 112 hexadecimal is: 0xdc2133a3bdc52800000000000000
    Puzzle : 113 hexadecimal is: 0x1b84267477b8a6000000000000000
    Puzzle : 114 hexadecimal is: 0x37084ce8ef714e000000000000000
    Puzzle : 115 hexadecimal is: 0x6e1099d1dee2a0000000000000000
    Puzzle : 116 hexadecimal is: 0xdc2133a3bdc538000000000000000
    Puzzle : 117 hexadecimal is: 0x1b84267477b8a90000000000000000
    Puzzle : 118 hexadecimal is: 0x37084ce8ef71520000000000000000
    Puzzle : 119 hexadecimal is: 0x6e1099d1dee2a00000000000000000
    Puzzle : 120 hexadecimal is: 0xdc2133a3bdc5680000000000000000
    Puzzle : 121 hexadecimal is: 0x1b84267477b8ac00000000000000000
    Puzzle : 122 hexadecimal is: 0x37084ce8ef715c00000000000000000
    Puzzle : 123 hexadecimal is: 0x6e1099d1dee2b000000000000000000
    Puzzle : 124 hexadecimal is: 0xdc2133a3bdc56800000000000000000
    Puzzle : 125 hexadecimal is: 0x1b84267477b8ae000000000000000000
    Puzzle : 126 hexadecimal is: 0x37084ce8ef715a000000000000000000
    Puzzle : 127 hexadecimal is: 0x6e1099d1dee2b4000000000000000000
    Puzzle : 128 hexadecimal is: 0xdc2133a3bdc558000000000000000000
    Puzzle : 129 hexadecimal is: 0x1b84267477b8a90000000000000000000
    Puzzle : 130 hexadecimal is: 0x37084ce8ef71500000000000000000000
    Puzzle : 131 hexadecimal is: 0x6e1099d1dee2ac0000000000000000000
    Puzzle : 132 hexadecimal is: 0xdc2133a3bdc5480000000000000000000
    Puzzle : 133 hexadecimal is: 0x1b84267477b8a600000000000000000000
    Puzzle : 134 hexadecimal is: 0x37084ce8ef714a00000000000000000000
    Puzzle : 135 hexadecimal is: 0x6e1099d1dee2a000000000000000000000
    Puzzle : 136 hexadecimal is: 0xdc2133a3bdc53000000000000000000000
    Puzzle : 137 hexadecimal is: 0x1b84267477b8a6000000000000000000000
    Puzzle : 138 hexadecimal is: 0x37084ce8ef7148000000000000000000000
    Puzzle : 139 hexadecimal is: 0x6e1099d1dee28c000000000000000000000
    Puzzle : 140 hexadecimal is: 0xdc2133a3bdc530000000000000000000000
    Puzzle : 141 hexadecimal is: 0x1b84267477b8a80000000000000000000000
    Puzzle : 142 hexadecimal is: 0x37084ce8ef714e0000000000000000000000
    Puzzle : 143 hexadecimal is: 0x6e1099d1dee2a40000000000000000000000
    Puzzle : 144 hexadecimal is: 0xdc2133a3bdc5480000000000000000000000
    Puzzle : 145 hexadecimal is: 0x1b84267477b8a600000000000000000000000
    Puzzle : 146 hexadecimal is: 0x37084ce8ef714a00000000000000000000000
    Puzzle : 147 hexadecimal is: 0x6e1099d1dee29c00000000000000000000000
    Puzzle : 148 hexadecimal is: 0xdc2133a3bdc52800000000000000000000000
    Puzzle : 149 hexadecimal is: 0x1b84267477b8a3000000000000000000000000
    Puzzle : 150 hexadecimal is: 0x37084ce8ef7144000000000000000000000000
    Puzzle : 151 hexadecimal is: 0x6e1099d1dee294000000000000000000000000
    Puzzle : 152 hexadecimal is: 0xdc2133a3bdc510000000000000000000000000
    Puzzle : 153 hexadecimal is: 0x1b84267477b8a30000000000000000000000000
    Puzzle : 154 hexadecimal is: 0x37084ce8ef71400000000000000000000000000
    Puzzle : 155 hexadecimal is: 0x6e1099d1dee2840000000000000000000000000
    Puzzle : 156 hexadecimal is: 0xdc2133a3bdc4f00000000000000000000000000
    Puzzle : 157 hexadecimal is: 0x1b84267477b8a100000000000000000000000000
    Puzzle : 158 hexadecimal is: 0x37084ce8ef714400000000000000000000000000
    Puzzle : 159 hexadecimal is: 0x6e1099d1dee28000000000000000000000000000
    Puzzle : 160 hexadecimal is: 0xdc2133a3bdc51000000000000000000000000000
    Puzzle : 161 hexadecimal is: 0x1b84267477b8a0000000000000000000000000000
    Puzzle : 162 hexadecimal is: 0x37084ce8ef7140000000000000000000000000000
    Puzzle : 163 hexadecimal is: 0x6e1099d1dee278000000000000000000000000000
    Puzzle : 164 hexadecimal is: 0xdc2133a3bdc4e8000000000000000000000000000
    Puzzle : 165 hexadecimal is: 0x1b84267477b89e0000000000000000000000000000
    Puzzle : 166 hexadecimal is: 0x37084ce8ef71380000000000000000000000000000
    Puzzle : 167 hexadecimal is: 0x6e1099d1dee26c0000000000000000000000000000
    Puzzle : 168 hexadecimal is: 0xdc2133a3bdc4d00000000000000000000000000000
    Puzzle : 169 hexadecimal is: 0x1b84267477b89c00000000000000000000000000000
    Puzzle : 170 hexadecimal is: 0x37084ce8ef713600000000000000000000000000000
    Puzzle : 171 hexadecimal is: 0x6e1099d1dee26c00000000000000000000000000000
    Puzzle : 172 hexadecimal is: 0xdc2133a3bdc4c000000000000000000000000000000
    Puzzle : 173 hexadecimal is: 0x1b84267477b89a000000000000000000000000000000
    Puzzle : 174 hexadecimal is: 0x37084ce8ef7136000000000000000000000000000000
    Puzzle : 175 hexadecimal is: 0x6e1099d1dee274000000000000000000000000000000
    Puzzle : 176 hexadecimal is: 0xdc2133a3bdc4d0000000000000000000000000000000
    Puzzle : 177 hexadecimal is: 0x1b84267477b89e0000000000000000000000000000000
    Puzzle : 178 hexadecimal is: 0x37084ce8ef71360000000000000000000000000000000
    Puzzle : 179 hexadecimal is: 0x6e1099d1dee2700000000000000000000000000000000
    Puzzle : 180 hexadecimal is: 0xdc2133a3bdc4c80000000000000000000000000000000
    Puzzle : 181 hexadecimal is: 0x1b84267477b89900000000000000000000000000000000
    Puzzle : 182 hexadecimal is: 0x37084ce8ef713200000000000000000000000000000000
    Puzzle : 183 hexadecimal is: 0x6e1099d1dee25c00000000000000000000000000000000
    Puzzle : 184 hexadecimal is: 0xdc2133a3bdc4c000000000000000000000000000000000
    Puzzle : 185 hexadecimal is: 0x1b84267477b89c000000000000000000000000000000000
    Puzzle : 186 hexadecimal is: 0x37084ce8ef7138000000000000000000000000000000000
    Puzzle : 187 hexadecimal is: 0x6e1099d1dee274000000000000000000000000000000000
    Puzzle : 188 hexadecimal is: 0xdc2133a3bdc4c8000000000000000000000000000000000
    Puzzle : 189 hexadecimal is: 0x1b84267477b89b0000000000000000000000000000000000
    Puzzle : 190 hexadecimal is: 0x37084ce8ef71360000000000000000000000000000000000
    Puzzle : 191 hexadecimal is: 0x6e1099d1dee26c0000000000000000000000000000000000
    Puzzle : 192 hexadecimal is: 0xdc2133a3bdc4d00000000000000000000000000000000000
    Puzzle : 193 hexadecimal is: 0x1b84267477b89e00000000000000000000000000000000000
    Puzzle : 194 hexadecimal is: 0x37084ce8ef713600000000000000000000000000000000000
    Puzzle : 195 hexadecimal is: 0x6e1099d1dee27000000000000000000000000000000000000
    Puzzle : 196 hexadecimal is: 0xdc2133a3bdc4d800000000000000000000000000000000000
    Puzzle : 197 hexadecimal is: 0x1b84267477b899000000000000000000000000000000000000
    Puzzle : 198 hexadecimal is: 0x37084ce8ef7136000000000000000000000000000000000000
    Puzzle : 199 hexadecimal is: 0x6e1099d1dee274000000000000000000000000000000000000
    Puzzle : 200 hexadecimal is: 0xdc2133a3bdc4e0000000000000000000000000000000000000
    Puzzle : 201 hexadecimal is: 0x1b84267477b8980000000000000000000000000000000000000
    Puzzle : 202 hexadecimal is: 0x37084ce8ef712e0000000000000000000000000000000000000
    Puzzle : 203 hexadecimal is: 0x6e1099d1dee2500000000000000000000000000000000000000
    Puzzle : 204 hexadecimal is: 0xdc2133a3bdc4900000000000000000000000000000000000000
    Puzzle : 205 hexadecimal is: 0x1b84267477b89000000000000000000000000000000000000000
    Puzzle : 206 hexadecimal is: 0x37084ce8ef711800000000000000000000000000000000000000
    Puzzle : 207 hexadecimal is: 0x6e1099d1dee24000000000000000000000000000000000000000
    Puzzle : 208 hexadecimal is: 0xdc2133a3bdc47000000000000000000000000000000000000000
    Puzzle : 209 hexadecimal is: 0x1b84267477b88e000000000000000000000000000000000000000
    Puzzle : 210 hexadecimal is: 0x37084ce8ef7118000000000000000000000000000000000000000
    Puzzle : 211 hexadecimal is: 0x6e1099d1dee22c000000000000000000000000000000000000000
    Puzzle : 212 hexadecimal is: 0xdc2133a3bdc460000000000000000000000000000000000000000
    Puzzle : 213 hexadecimal is: 0x1b84267477b88b0000000000000000000000000000000000000000
    Puzzle : 214 hexadecimal is: 0x37084ce8ef71160000000000000000000000000000000000000000
    Puzzle : 215 hexadecimal is: 0x6e1099d1dee23c0000000000000000000000000000000000000000
    Puzzle : 216 hexadecimal is: 0xdc2133a3bdc4700000000000000000000000000000000000000000
    Puzzle : 217 hexadecimal is: 0x1b84267477b89000000000000000000000000000000000000000000
    Puzzle : 218 hexadecimal is: 0x37084ce8ef712400000000000000000000000000000000000000000
    Puzzle : 219 hexadecimal is: 0x6e1099d1dee23400000000000000000000000000000000000000000
    Puzzle : 220 hexadecimal is: 0xdc2133a3bdc47000000000000000000000000000000000000000000
    Puzzle : 221 hexadecimal is: 0x1b84267477b891000000000000000000000000000000000000000000
    Puzzle : 222 hexadecimal is: 0x37084ce8ef712c000000000000000000000000000000000000000000
    Puzzle : 223 hexadecimal is: 0x6e1099d1dee258000000000000000000000000000000000000000000
    Puzzle : 224 hexadecimal is: 0xdc2133a3bdc4b0000000000000000000000000000000000000000000
    Puzzle : 225 hexadecimal is: 0x1b84267477b8960000000000000000000000000000000000000000000
    Puzzle : 226 hexadecimal is: 0x37084ce8ef71320000000000000000000000000000000000000000000
    Puzzle : 227 hexadecimal is: 0x6e1099d1dee25c0000000000000000000000000000000000000000000
    Puzzle : 228 hexadecimal is: 0xdc2133a3bdc4b00000000000000000000000000000000000000000000
    Puzzle : 229 hexadecimal is: 0x1b84267477b89700000000000000000000000000000000000000000000
    Puzzle : 230 hexadecimal is: 0x37084ce8ef712e00000000000000000000000000000000000000000000
    Puzzle : 231 hexadecimal is: 0x6e1099d1dee24c00000000000000000000000000000000000000000000
    Puzzle : 232 hexadecimal is: 0xdc2133a3bdc4b000000000000000000000000000000000000000000000
    Puzzle : 233 hexadecimal is: 0x1b84267477b893000000000000000000000000000000000000000000000
    Puzzle : 234 hexadecimal is: 0x37084ce8ef7124000000000000000000000000000000000000000000000
    Puzzle : 235 hexadecimal is: 0x6e1099d1dee240000000000000000000000000000000000000000000000
    Puzzle : 236 hexadecimal is: 0xdc2133a3bdc490000000000000000000000000000000000000000000000
    Puzzle : 237 hexadecimal is: 0x1b84267477b8930000000000000000000000000000000000000000000000
    Puzzle : 238 hexadecimal is: 0x37084ce8ef71260000000000000000000000000000000000000000000000
    Puzzle : 239 hexadecimal is: 0x6e1099d1dee2440000000000000000000000000000000000000000000000
    Puzzle : 240 hexadecimal is: 0xdc2133a3bdc4680000000000000000000000000000000000000000000000
    Puzzle : 241 hexadecimal is: 0x1b84267477b88e00000000000000000000000000000000000000000000000
    Puzzle : 242 hexadecimal is: 0x37084ce8ef711e00000000000000000000000000000000000000000000000
    Puzzle : 243 hexadecimal is: 0x6e1099d1dee22c00000000000000000000000000000000000000000000000
    Puzzle : 244 hexadecimal is: 0xdc2133a3bdc46800000000000000000000000000000000000000000000000
    Puzzle : 245 hexadecimal is: 0x1b84267477b891000000000000000000000000000000000000000000000000
    Puzzle : 246 hexadecimal is: 0x37084ce8ef7124000000000000000000000000000000000000000000000000
    Puzzle : 247 hexadecimal is: 0x6e1099d1dee244000000000000000000000000000000000000000000000000
    Puzzle : 248 hexadecimal is: 0xdc2133a3bdc468000000000000000000000000000000000000000000000000
    Puzzle : 249 hexadecimal is: 0x1b84267477b88d0000000000000000000000000000000000000000000000000
    Puzzle : 250 hexadecimal is: 0x37084ce8ef711e0000000000000000000000000000000000000000000000000
    Puzzle : 251 hexadecimal is: 0x6e1099d1dee2400000000000000000000000000000000000000000000000000
    Puzzle : 252 hexadecimal is: 0xdc2133a3bdc4980000000000000000000000000000000000000000000000000
    Puzzle : 253 hexadecimal is: 0x1b84267477b88f00000000000000000000000000000000000000000000000000
    Puzzle : 254 hexadecimal is: 0x37084ce8ef711a00000000000000000000000000000000000000000000000000
    Puzzle : 255 hexadecimal is: 0x6e1099d1dee22c00000000000000000000000000000000000000000000000000
    Puzzle : 256 hexadecimal is: 0xdc2133a3bdc45000000000000000000000000000000000000000000000000000

    If you need to check predictions below 66, you can exclude the decimal numbers of like (64 and 65) from the training data and and check predictions as well.
    1BGvwggxfCaHGykKrVXX7fk8GYaLQpeixA

  • Baskentliia
    Jr. Member
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    Activity: 75
    Merit: 1


    View Profile
    May 25, 2023, 03:46:45 PM
     #2690
    Quote from: zahid888 on May 23, 2023, 08:40:02 PM
    Code:
    from sklearn.linear_model import LinearRegression
    import numpy as np

    train_sequence = [1, 3, 7, 8, 21, 49, 76, 224, 467, 514, 1155, 2683, 5216, 10544, 26867, 51510, 95823, 198669, 357535, 863317, 1811764, 3007503, 5598802, 14428676, 33185509, 54538862, 111949941, 227634408, 400708894, 1033162084, 2102388551, 3093472814, 7137437912, 14133072157, 20112871792, 42387769980, 100251560595, 146971536592, 323724968937, 1003651412950, 1458252205147, 2895374552463, 7409811047825, 15404761757071, 19996463086597, 51408670348612, 119666659114170, 191206974700443, 409118905032525, 611140496167764, 2058769515153876, 4216495639600700, 6763683971478124, 9974455244496707, 30045390491869460, 44218742292676575, 138245758910846492, 199976667976342049, 525070384258266191, 1135041350219496382, 1425787542618654982, 3908372542507822062, 8993229949524469768, 17799667357578236628, 30568377312064202855]

    X_train = np.array([[2**i] for i in range(len(train_sequence))])  # Powers of 2
    y_train = np.array(train_sequence)

    model = LinearRegression()
    model.fit(X_train, y_train)

    i = 1
    for i in range(len(train_sequence), 256):
        next_number = model.predict([[2**i]])
        next_number_decimal = int(next_number)
        next_number_hex = hex(next_number_decimal)

        print("Puzzle : "+str(i)+" hexadecimal is:", next_number_hex)
        #print("The next number in the sequence (hexadecimal) is:", next_number_hex)
        #print("The next number in the sequence (decimal) is:", next_number_decimal)
        train_sequence.append(next_number_decimal)
        X_train = np.vstack([X_train, [2**i]])
        y_train = np.append(y_train, next_number_decimal)
        model.fit(X_train, y_train)


    The line from sklearn.linear_model import LinearRegression is importing the LinearRegression class from the linear_model module of the scikit-learn. which is a popular machine learning library in Python that provides various tools and algorithms for data analysis, The LinearRegression class is used to create an instance of a linear regression model. This model is then trained on the provided training_data (X_train and y_train) using the fit() method, which fits the linear regression line to the given data points. Once the model is trained, it can be used to make predictions on new data points using the predict() method. However, in this particular case, the model may not be able to make predictions for the next numbers in the sequence, not even close or far. The predictions generated by the model appear to be the same for each number up to 256, indicating that the model may not be capturing the underlying pattern in the sequence effectively. Consequent, it seems that the model is not useful for predicting the next numbers in the sequence beyond the provided training data. here all prediction 66 to 256, useless  Roll Eyes

    Puzzle : 66 hexadecimal is: 0x370ce49e46646a000
    Puzzle : 67 hexadecimal is: 0x6e15318735d5b8000
    Puzzle : 68 hexadecimal is: 0xdc25cb5914b880000
    Puzzle : 69 hexadecimal is: 0x1b846fefcd27e20000
    Puzzle : 70 hexadecimal is: 0x3708966444e0900000
    Puzzle : 71 hexadecimal is: 0x6e10e34d3451f00000
    Puzzle : 72 hexadecimal is: 0xdc217d1f1334b00000
    Puzzle : 73 hexadecimal is: 0x1b842b0c2d0fa200000
    Puzzle : 74 hexadecimal is: 0x37085180a4c85000000
    Puzzle : 75 hexadecimal is: 0x6e109e699439a400000
    Puzzle : 76 hexadecimal is: 0xdc21383b731c5800000
    Puzzle : 77 hexadecimal is: 0x1b8426bdf30e1c000000
    Puzzle : 78 hexadecimal is: 0x37084d326ac6c6000000
    Puzzle : 79 hexadecimal is: 0x6e109a1b5a3808000000
    Puzzle : 80 hexadecimal is: 0xdc2133ed391ab8000000
    Puzzle : 81 hexadecimal is: 0x1b8426790f6dfd0000000
    Puzzle : 82 hexadecimal is: 0x37084ced8726a60000000
    Puzzle : 83 hexadecimal is: 0x6e1099d67698080000000
    Puzzle : 84 hexadecimal is: 0xdc2133a8557a900000000
    Puzzle : 85 hexadecimal is: 0x1b842674c133fc00000000
    Puzzle : 86 hexadecimal is: 0x37084ce938eca600000000
    Puzzle : 87 hexadecimal is: 0x6e1099d2285df800000000
    Puzzle : 88 hexadecimal is: 0xdc2133a407408800000000
    Puzzle : 89 hexadecimal is: 0x1b8426747c505b000000000
    Puzzle : 90 hexadecimal is: 0x37084ce8f40904000000000
    Puzzle : 91 hexadecimal is: 0x6e1099d1e37a3c000000000
    Puzzle : 92 hexadecimal is: 0xdc2133a3c25ce8000000000
    Puzzle : 93 hexadecimal is: 0x1b8426747802200000000000
    Puzzle : 94 hexadecimal is: 0x37084ce8efbac80000000000
    Puzzle : 95 hexadecimal is: 0x6e1099d1df2c1c0000000000
    Puzzle : 96 hexadecimal is: 0xdc2133a3be0ed00000000000
    Puzzle : 97 hexadecimal is: 0x1b84267477bd4200000000000
    Puzzle : 98 hexadecimal is: 0x37084ce8ef75ee00000000000
    Puzzle : 99 hexadecimal is: 0x6e1099d1dee73400000000000
    Puzzle : 100 hexadecimal is: 0xdc2133a3bdc9d000000000000
    Puzzle : 101 hexadecimal is: 0x1b84267477b8f2000000000000
    Puzzle : 102 hexadecimal is: 0x37084ce8ef71a2000000000000
    Puzzle : 103 hexadecimal is: 0x6e1099d1dee2ec000000000000
    Puzzle : 104 hexadecimal is: 0xdc2133a3bdc5a8000000000000
    Puzzle : 105 hexadecimal is: 0x1b84267477b8af0000000000000
    Puzzle : 106 hexadecimal is: 0x37084ce8ef715a0000000000000
    Puzzle : 107 hexadecimal is: 0x6e1099d1dee2bc0000000000000
    Puzzle : 108 hexadecimal is: 0xdc2133a3bdc5600000000000000
    Puzzle : 109 hexadecimal is: 0x1b84267477b8a900000000000000
    Puzzle : 110 hexadecimal is: 0x37084ce8ef715400000000000000
    Puzzle : 111 hexadecimal is: 0x6e1099d1dee29800000000000000
    Puzzle : 112 hexadecimal is: 0xdc2133a3bdc52800000000000000
    Puzzle : 113 hexadecimal is: 0x1b84267477b8a6000000000000000
    Puzzle : 114 hexadecimal is: 0x37084ce8ef714e000000000000000
    Puzzle : 115 hexadecimal is: 0x6e1099d1dee2a0000000000000000
    Puzzle : 116 hexadecimal is: 0xdc2133a3bdc538000000000000000
    Puzzle : 117 hexadecimal is: 0x1b84267477b8a90000000000000000
    Puzzle : 118 hexadecimal is: 0x37084ce8ef71520000000000000000
    Puzzle : 119 hexadecimal is: 0x6e1099d1dee2a00000000000000000
    Puzzle : 120 hexadecimal is: 0xdc2133a3bdc5680000000000000000
    Puzzle : 121 hexadecimal is: 0x1b84267477b8ac00000000000000000
    Puzzle : 122 hexadecimal is: 0x37084ce8ef715c00000000000000000
    Puzzle : 123 hexadecimal is: 0x6e1099d1dee2b000000000000000000
    Puzzle : 124 hexadecimal is: 0xdc2133a3bdc56800000000000000000
    Puzzle : 125 hexadecimal is: 0x1b84267477b8ae000000000000000000
    Puzzle : 126 hexadecimal is: 0x37084ce8ef715a000000000000000000
    Puzzle : 127 hexadecimal is: 0x6e1099d1dee2b4000000000000000000
    Puzzle : 128 hexadecimal is: 0xdc2133a3bdc558000000000000000000
    Puzzle : 129 hexadecimal is: 0x1b84267477b8a90000000000000000000
    Puzzle : 130 hexadecimal is: 0x37084ce8ef71500000000000000000000
    Puzzle : 131 hexadecimal is: 0x6e1099d1dee2ac0000000000000000000
    Puzzle : 132 hexadecimal is: 0xdc2133a3bdc5480000000000000000000
    Puzzle : 133 hexadecimal is: 0x1b84267477b8a600000000000000000000
    Puzzle : 134 hexadecimal is: 0x37084ce8ef714a00000000000000000000
    Puzzle : 135 hexadecimal is: 0x6e1099d1dee2a000000000000000000000
    Puzzle : 136 hexadecimal is: 0xdc2133a3bdc53000000000000000000000
    Puzzle : 137 hexadecimal is: 0x1b84267477b8a6000000000000000000000
    Puzzle : 138 hexadecimal is: 0x37084ce8ef7148000000000000000000000
    Puzzle : 139 hexadecimal is: 0x6e1099d1dee28c000000000000000000000
    Puzzle : 140 hexadecimal is: 0xdc2133a3bdc530000000000000000000000
    Puzzle : 141 hexadecimal is: 0x1b84267477b8a80000000000000000000000
    Puzzle : 142 hexadecimal is: 0x37084ce8ef714e0000000000000000000000
    Puzzle : 143 hexadecimal is: 0x6e1099d1dee2a40000000000000000000000
    Puzzle : 144 hexadecimal is: 0xdc2133a3bdc5480000000000000000000000
    Puzzle : 145 hexadecimal is: 0x1b84267477b8a600000000000000000000000
    Puzzle : 146 hexadecimal is: 0x37084ce8ef714a00000000000000000000000
    Puzzle : 147 hexadecimal is: 0x6e1099d1dee29c00000000000000000000000
    Puzzle : 148 hexadecimal is: 0xdc2133a3bdc52800000000000000000000000
    Puzzle : 149 hexadecimal is: 0x1b84267477b8a3000000000000000000000000
    Puzzle : 150 hexadecimal is: 0x37084ce8ef7144000000000000000000000000
    Puzzle : 151 hexadecimal is: 0x6e1099d1dee294000000000000000000000000
    Puzzle : 152 hexadecimal is: 0xdc2133a3bdc510000000000000000000000000
    Puzzle : 153 hexadecimal is: 0x1b84267477b8a30000000000000000000000000
    Puzzle : 154 hexadecimal is: 0x37084ce8ef71400000000000000000000000000
    Puzzle : 155 hexadecimal is: 0x6e1099d1dee2840000000000000000000000000
    Puzzle : 156 hexadecimal is: 0xdc2133a3bdc4f00000000000000000000000000
    Puzzle : 157 hexadecimal is: 0x1b84267477b8a100000000000000000000000000
    Puzzle : 158 hexadecimal is: 0x37084ce8ef714400000000000000000000000000
    Puzzle : 159 hexadecimal is: 0x6e1099d1dee28000000000000000000000000000
    Puzzle : 160 hexadecimal is: 0xdc2133a3bdc51000000000000000000000000000
    Puzzle : 161 hexadecimal is: 0x1b84267477b8a0000000000000000000000000000
    Puzzle : 162 hexadecimal is: 0x37084ce8ef7140000000000000000000000000000
    Puzzle : 163 hexadecimal is: 0x6e1099d1dee278000000000000000000000000000
    Puzzle : 164 hexadecimal is: 0xdc2133a3bdc4e8000000000000000000000000000
    Puzzle : 165 hexadecimal is: 0x1b84267477b89e0000000000000000000000000000
    Puzzle : 166 hexadecimal is: 0x37084ce8ef71380000000000000000000000000000
    Puzzle : 167 hexadecimal is: 0x6e1099d1dee26c0000000000000000000000000000
    Puzzle : 168 hexadecimal is: 0xdc2133a3bdc4d00000000000000000000000000000
    Puzzle : 169 hexadecimal is: 0x1b84267477b89c00000000000000000000000000000
    Puzzle : 170 hexadecimal is: 0x37084ce8ef713600000000000000000000000000000
    Puzzle : 171 hexadecimal is: 0x6e1099d1dee26c00000000000000000000000000000
    Puzzle : 172 hexadecimal is: 0xdc2133a3bdc4c000000000000000000000000000000
    Puzzle : 173 hexadecimal is: 0x1b84267477b89a000000000000000000000000000000
    Puzzle : 174 hexadecimal is: 0x37084ce8ef7136000000000000000000000000000000
    Puzzle : 175 hexadecimal is: 0x6e1099d1dee274000000000000000000000000000000
    Puzzle : 176 hexadecimal is: 0xdc2133a3bdc4d0000000000000000000000000000000
    Puzzle : 177 hexadecimal is: 0x1b84267477b89e0000000000000000000000000000000
    Puzzle : 178 hexadecimal is: 0x37084ce8ef71360000000000000000000000000000000
    Puzzle : 179 hexadecimal is: 0x6e1099d1dee2700000000000000000000000000000000
    Puzzle : 180 hexadecimal is: 0xdc2133a3bdc4c80000000000000000000000000000000
    Puzzle : 181 hexadecimal is: 0x1b84267477b89900000000000000000000000000000000
    Puzzle : 182 hexadecimal is: 0x37084ce8ef713200000000000000000000000000000000
    Puzzle : 183 hexadecimal is: 0x6e1099d1dee25c00000000000000000000000000000000
    Puzzle : 184 hexadecimal is: 0xdc2133a3bdc4c000000000000000000000000000000000
    Puzzle : 185 hexadecimal is: 0x1b84267477b89c000000000000000000000000000000000
    Puzzle : 186 hexadecimal is: 0x37084ce8ef7138000000000000000000000000000000000
    Puzzle : 187 hexadecimal is: 0x6e1099d1dee274000000000000000000000000000000000
    Puzzle : 188 hexadecimal is: 0xdc2133a3bdc4c8000000000000000000000000000000000
    Puzzle : 189 hexadecimal is: 0x1b84267477b89b0000000000000000000000000000000000
    Puzzle : 190 hexadecimal is: 0x37084ce8ef71360000000000000000000000000000000000
    Puzzle : 191 hexadecimal is: 0x6e1099d1dee26c0000000000000000000000000000000000
    Puzzle : 192 hexadecimal is: 0xdc2133a3bdc4d00000000000000000000000000000000000
    Puzzle : 193 hexadecimal is: 0x1b84267477b89e00000000000000000000000000000000000
    Puzzle : 194 hexadecimal is: 0x37084ce8ef713600000000000000000000000000000000000
    Puzzle : 195 hexadecimal is: 0x6e1099d1dee27000000000000000000000000000000000000
    Puzzle : 196 hexadecimal is: 0xdc2133a3bdc4d800000000000000000000000000000000000
    Puzzle : 197 hexadecimal is: 0x1b84267477b899000000000000000000000000000000000000
    Puzzle : 198 hexadecimal is: 0x37084ce8ef7136000000000000000000000000000000000000
    Puzzle : 199 hexadecimal is: 0x6e1099d1dee274000000000000000000000000000000000000
    Puzzle : 200 hexadecimal is: 0xdc2133a3bdc4e0000000000000000000000000000000000000
    Puzzle : 201 hexadecimal is: 0x1b84267477b8980000000000000000000000000000000000000
    Puzzle : 202 hexadecimal is: 0x37084ce8ef712e0000000000000000000000000000000000000
    Puzzle : 203 hexadecimal is: 0x6e1099d1dee2500000000000000000000000000000000000000
    Puzzle : 204 hexadecimal is: 0xdc2133a3bdc4900000000000000000000000000000000000000
    Puzzle : 205 hexadecimal is: 0x1b84267477b89000000000000000000000000000000000000000
    Puzzle : 206 hexadecimal is: 0x37084ce8ef711800000000000000000000000000000000000000
    Puzzle : 207 hexadecimal is: 0x6e1099d1dee24000000000000000000000000000000000000000
    Puzzle : 208 hexadecimal is: 0xdc2133a3bdc47000000000000000000000000000000000000000
    Puzzle : 209 hexadecimal is: 0x1b84267477b88e000000000000000000000000000000000000000
    Puzzle : 210 hexadecimal is: 0x37084ce8ef7118000000000000000000000000000000000000000
    Puzzle : 211 hexadecimal is: 0x6e1099d1dee22c000000000000000000000000000000000000000
    Puzzle : 212 hexadecimal is: 0xdc2133a3bdc460000000000000000000000000000000000000000
    Puzzle : 213 hexadecimal is: 0x1b84267477b88b0000000000000000000000000000000000000000
    Puzzle : 214 hexadecimal is: 0x37084ce8ef71160000000000000000000000000000000000000000
    Puzzle : 215 hexadecimal is: 0x6e1099d1dee23c0000000000000000000000000000000000000000
    Puzzle : 216 hexadecimal is: 0xdc2133a3bdc4700000000000000000000000000000000000000000
    Puzzle : 217 hexadecimal is: 0x1b84267477b89000000000000000000000000000000000000000000
    Puzzle : 218 hexadecimal is: 0x37084ce8ef712400000000000000000000000000000000000000000
    Puzzle : 219 hexadecimal is: 0x6e1099d1dee23400000000000000000000000000000000000000000
    Puzzle : 220 hexadecimal is: 0xdc2133a3bdc47000000000000000000000000000000000000000000
    Puzzle : 221 hexadecimal is: 0x1b84267477b891000000000000000000000000000000000000000000
    Puzzle : 222 hexadecimal is: 0x37084ce8ef712c000000000000000000000000000000000000000000
    Puzzle : 223 hexadecimal is: 0x6e1099d1dee258000000000000000000000000000000000000000000
    Puzzle : 224 hexadecimal is: 0xdc2133a3bdc4b0000000000000000000000000000000000000000000
    Puzzle : 225 hexadecimal is: 0x1b84267477b8960000000000000000000000000000000000000000000
    Puzzle : 226 hexadecimal is: 0x37084ce8ef71320000000000000000000000000000000000000000000
    Puzzle : 227 hexadecimal is: 0x6e1099d1dee25c0000000000000000000000000000000000000000000
    Puzzle : 228 hexadecimal is: 0xdc2133a3bdc4b00000000000000000000000000000000000000000000
    Puzzle : 229 hexadecimal is: 0x1b84267477b89700000000000000000000000000000000000000000000
    Puzzle : 230 hexadecimal is: 0x37084ce8ef712e00000000000000000000000000000000000000000000
    Puzzle : 231 hexadecimal is: 0x6e1099d1dee24c00000000000000000000000000000000000000000000
    Puzzle : 232 hexadecimal is: 0xdc2133a3bdc4b000000000000000000000000000000000000000000000
    Puzzle : 233 hexadecimal is: 0x1b84267477b893000000000000000000000000000000000000000000000
    Puzzle : 234 hexadecimal is: 0x37084ce8ef7124000000000000000000000000000000000000000000000
    Puzzle : 235 hexadecimal is: 0x6e1099d1dee240000000000000000000000000000000000000000000000
    Puzzle : 236 hexadecimal is: 0xdc2133a3bdc490000000000000000000000000000000000000000000000
    Puzzle : 237 hexadecimal is: 0x1b84267477b8930000000000000000000000000000000000000000000000
    Puzzle : 238 hexadecimal is: 0x37084ce8ef71260000000000000000000000000000000000000000000000
    Puzzle : 239 hexadecimal is: 0x6e1099d1dee2440000000000000000000000000000000000000000000000
    Puzzle : 240 hexadecimal is: 0xdc2133a3bdc4680000000000000000000000000000000000000000000000
    Puzzle : 241 hexadecimal is: 0x1b84267477b88e00000000000000000000000000000000000000000000000
    Puzzle : 242 hexadecimal is: 0x37084ce8ef711e00000000000000000000000000000000000000000000000
    Puzzle : 243 hexadecimal is: 0x6e1099d1dee22c00000000000000000000000000000000000000000000000
    Puzzle : 244 hexadecimal is: 0xdc2133a3bdc46800000000000000000000000000000000000000000000000
    Puzzle : 245 hexadecimal is: 0x1b84267477b891000000000000000000000000000000000000000000000000
    Puzzle : 246 hexadecimal is: 0x37084ce8ef7124000000000000000000000000000000000000000000000000
    Puzzle : 247 hexadecimal is: 0x6e1099d1dee244000000000000000000000000000000000000000000000000
    Puzzle : 248 hexadecimal is: 0xdc2133a3bdc468000000000000000000000000000000000000000000000000
    Puzzle : 249 hexadecimal is: 0x1b84267477b88d0000000000000000000000000000000000000000000000000
    Puzzle : 250 hexadecimal is: 0x37084ce8ef711e0000000000000000000000000000000000000000000000000
    Puzzle : 251 hexadecimal is: 0x6e1099d1dee2400000000000000000000000000000000000000000000000000
    Puzzle : 252 hexadecimal is: 0xdc2133a3bdc4980000000000000000000000000000000000000000000000000
    Puzzle : 253 hexadecimal is: 0x1b84267477b88f00000000000000000000000000000000000000000000000000
    Puzzle : 254 hexadecimal is: 0x37084ce8ef711a00000000000000000000000000000000000000000000000000
    Puzzle : 255 hexadecimal is: 0x6e1099d1dee22c00000000000000000000000000000000000000000000000000
    Puzzle : 256 hexadecimal is: 0xdc2133a3bdc45000000000000000000000000000000000000000000000000000

    If you need to check predictions below 66, you can exclude the decimal numbers of like (64 and 65) from the training data and and check predictions as well.


    So your estimates are below these numbers?
    puzzle 66
    36893488147419103232-
    63468747843896254464
    Do you think it's among the numbers? Did I get right

  • algorithm32
    Newbie
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    May 26, 2023, 02:10:25 AM
     #2691

    Warning!

    stay away from applications where their Random mode is a random start point(every "X" amount) + sequential .

    example:

    I will use decimals for the example.

    if we want to find the following pk:

    1234500000000000000000000000000000000000000000


    in range:

    1000000000000000000000000000000000000000000000:2000000000000000000000000000000000000000000000

    assuming your resources limit:

    10000000000000000000(key/s)

    assuming that the random start point is:

    1134500000000000000000000000000000000000000000


    compared:


    1134500000000000000000000000000000000000000000

                                              10000000000000000000(you Range)



    In short, you would have to be incredibly lucky that at least the first 15 digits of the "random start point"
    match the private key you are looking for.


    The ideal code for this is a real random, that the millions of keys scanned are 100% random within the given range.


    avoid Fake Random.

  • zielar
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    May 26, 2023, 04:45:35 AM
     #2692
    It's fake and unusuable.
    Real key for #75 is 4c5ce114686a1336e07 so it totally other side than predicted 6e109e699439a400000
    If you want - you can send me a donation to my BTC wallet address 31hgbukdkehcuxcedchkdbsrygegyefbvd

  • BTCBroker2016
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    May 26, 2023, 10:15:24 AM
     #2693
    Quote from: digaran on May 22, 2023, 03:44:04 AM
    I have been working on big numbers and public keys so much, now when I look at them, I'm just blank, totally with no idea what I'm looking at, now I understand why mathematicians are a bit off, they go crazy after a while.🤣
    Need to rest to gain focus, this challenge is what I strive for.

    At least you know what to do with it all. I'm a little confused almost in very begining

  • GR Sasa
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    May 26, 2023, 11:22:04 AM
     #2694
    Quote from: algorithm32 on May 26, 2023, 02:10:25 AM

    Warning!

    stay away from applications where their Random mode is a random start point(every "X" amount) + sequential .

    avoid Fake Random.


    Every Random program does the same. That's normal

  • algorithm32
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    May 26, 2023, 02:05:22 PM
     #2695
    Quote from: GR Sasa on May 26, 2023, 11:22:04 AM
    Quote from: algorithm32 on May 26, 2023, 02:10:25 AM

    Warning!

    stay away from applications where their Random mode is a random start point(every "X" amount) + sequential .

    avoid Fake Random.


    Every Random program does the same. That's normal

    No, the only reason you think that is because the software you know of is basically copy-paste code.


    better chance you have to solve the puzzle #66 with this basic code:

    Code:
    import bitcoin
    import random
     
    print("searching address....")

    while True:
            a = random.randint(36893488147419103231, 73786976294838206463)
            b = hex(a)[2:]
            c = str.format(b)
            pk= c.zfill(64)
            public_key = bitcoi[Suspicious link removed]ivkey_to_pubkey(pk)
            public_key_compressed = bitcoin.compress(public_key)
            pkaddr = bitcoin.pubkey_to_address(public_key_compressed)
            target = "13zb1hQbWVsc2S7ZTZnP2G4undNNpdh5so"
            if pkaddr in target:
                print("address found")
                data = open("found.txt","a")
                data.write(str(pk)+"\n"+ str(pkaddr)+"\n")
                data.close()
                exit


    because it makes better use of random.

  • albert0bsd
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    May 26, 2023, 02:14:42 PM
     #2696
    Quote from: algorithm32 on May 26, 2023, 02:05:22 PM
    No, the only reason you think that is because the software you know of is basically copy-paste code.

    better chance you have to solve the puzzle #66 with this basic code:

    What is your speed?  Roll Eyes Roll Eyes Huh

  • algorithm32
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    May 26, 2023, 02:42:26 PM
     #2697
    Quote from: albert0bsd on May 26, 2023, 02:14:42 PM
    Quote from: algorithm32 on May 26, 2023, 02:05:22 PM
    No, the only reason you think that is because the software you know of is basically copy-paste code.

    better chance you have to solve the puzzle #66 with this basic code:

    What is your speed?  Roll Eyes Roll Eyes Huh

    It's not a question of speed, due to current computing limitations sequential search is a lost cause.
    if you have 1000 petakey/s
    and you search in a range 50% greater than your speed is not feasible -R + sequential.
    because your software would not influence the first digits.

    on the other hand, a real random has more opportunity with less computing power.
    example

    pk =1000000000000000000000000000000000000000000000000000000000000000000000000000000000000000
    your code                                                                                          100000000000000000000000000

    random sequential just changes the values in color "red" more slowly, than with a true random.

  • albert0bsd
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    May 26, 2023, 02:47:13 PM
    Last edit: May 26, 2023, 03:17:00 PM by albert0bsd
     #2698
    I disagree with you totally. But that is OK no? I can't imagine a world where all the people think in the same way.

    Some people can debate with you that there is not such thing like true random...

    I like the random values thatdev/urandom give...

    Quote from: algorithm32 on May 26, 2023, 02:42:26 PM
    It's not a question of speed, due to current computing limitations sequential search is a lost cause.

    It is totally a question of speed i bet that you python script don't get more thant 50 thousand keys per second.

    We can do some test in some 32-36 bit range i guess that the fake randomness can beat your proposal

    Have a good day.

  • algorithm32
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    May 26, 2023, 03:15:00 PM
     #2699
    Quote from: albert0bsd on May 26, 2023, 02:47:13 PM
    I disagree with you totally. But that is OK no? I can't imagine a world where all the people think in the same way.

    Some people can debate with you that there is not such thing like true random...

    I like the random values thatdev/urandom give...

    Have a good day.

    When I say 50% more I mean the number of digits.

    you software  example.

    you range             1000000000 (10 digits)

    target=12345600000000000000(20 digits)


    your software will change the first few digits(red) every x amount of keys.
    which does slow down the search compared to a "real random " which changes all the range digits for each key.

    And yes, a real random does not technically exist, but you want to deny without giving arguments, you know very well what I mean.

  • algorithm32
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    May 26, 2023, 03:21:51 PM
     #2700
    Quote from: albert0bsd on May 26, 2023, 02:47:13 PM


    We can do some test in some 32-36 bit range i guess that the fake randomness can't beat your proposal

    The python code is an example of how random should be, obviously it's an interpreter and it's slow. It's just for the purpose of making my point.
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