Bitcoin puzzle transaction ~32 BTC prize to who solves it - page 221.

zahid888

member

Activity: 282

Merit: 20

the right steps towerds the goal

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.

ProjectSe7en

jr. member

Activity: 59

Merit: 1

Quote from: kachev87 on May 22, 2023, 05:35:52 PM

Quote from: zahid888 on May 22, 2023, 04:43:40 PM

Quote from: ?? on ??

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

kachev87

newbie

Activity: 9

Merit: 0

Quote from: digaran on May 22, 2023, 07:56:25 PM

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.

digaran

copper member

Activity: 1330

Merit: 899

🖤😏

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

newbie

Activity: 9

Merit: 0

Quote from: zahid888 on May 22, 2023, 04:43:40 PM

Quote from: ?? on ??

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.

zahid888

member

Activity: 282

Merit: 20

the right steps towerds the goal

Quote from: ?? on ??

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

digaran

copper member

Activity: 1330

Merit: 899

🖤😏

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.

Minase

member

Activity: 72

Merit: 43

Quote from: citb0in on May 21, 2023, 08:12:38 AM

Quote from: ?? on ??

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

citb0in

hero member

Activity: 630

Merit: 731

Bitcoin g33k

Quote from: ?? on ??

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

elvis13

newbie

Activity: 26

Merit: 2

WanderingPhilospher
0x3b0812107ccf0168c:0x3b081212053d7cf17
0x3b0e4766c8585fd90:0x3b0e476850c6db61b
0x3b0fdd3a714e99cec:0x3b0fdd3bf9bd15577
0x3b01f9676c1298284:0x3b01f968f48113b0f
0x2f64750bb309d2b80:0x2f64750d3b784e40b
0x2f76405b2bc314700:0x2f76405cb4318ff8b
I tried

Evillo

member

Activity: 185

Merit: 15

Quote from: WanderingPhilospher on May 20, 2023, 08:17:22 PM

Quote

Here is what i exactly did:

1. Generate the entire 64 range divided as 17,666,000 sub-ranges sorted sequentially at first.
2. Randomize the sub-ranges completely
3. Search each sub-range line by line, so that each sub-range completed gets me 1 in 17.6 million chance of winning.

After someone solved 64 and the pvt key was revealed, i found out that right sub-range after randomization was in line 1 million.

i.e: i was never meant to solve it if i kept going forward with this plan.

Ahhhh, gotcha...well it's not that you wouldn't have solved it with more resources.

At least you randomized the list somewhat. Sequential is brutal and defeating lol.

Lol yeah choosing sequential is like if you're deciding to fail before you even start.

WanderingPhilospher

full member

Activity: 1232

Merit: 242

Shooters Shoot...

Quote

Here is what i exactly did:

1. Generate the entire 64 range divided as 17,666,000 sub-ranges sorted sequentially at first.
2. Randomize the sub-ranges completely
3. Search each sub-range line by line, so that each sub-range completed gets me 1 in 17.6 million chance of winning.

After someone solved 64 and the pvt key was revealed, i found out that right sub-range after randomization was in line 1 million.

i.e: i was never meant to solve it if i kept going forward with this plan.

Ahhhh, gotcha...well it's not that you wouldn't have solved it with more resources.

At least you randomized the list somewhat. Sequential is brutal and defeating lol.

Evillo

member

Activity: 185

Merit: 15

Quote from: WanderingPhilospher on May 20, 2023, 07:14:45 PM

Quote from: Evillo on May 20, 2023, 06:41:27 PM

Quote from: ilkerc on May 20, 2023, 08:30:33 AM

Hello,

I just created a simple solo-pool to find puzzle 66.

It only works with BTC Puzzle 66. If you want to scan all private keys in puzzle 66; you need to do 36 quintillion scans in total. In case you do a random scan; previously generated private keys will be regenerated (random problem). This extends the scan time by x10.

Puzzle 66 HEX ranges as follows. It starts with 2 or 3. Any private key in this range is 17 characters long.

20000000000000000 to 3ffffffffffffffff

We take the first 7 characters and delete the rest for now. The result will be as follows.

2000000 to 3ffffff

We now have about 33 million possible private keys to search. All possible private keys are stored in the database. A random value will come up each time a scan job is called and will be marked as scanned when the scan is complete.

I can scan each key in about 10 minutes on NVIDIA 3090. This actually means about 1,1 trillion private keys. When the private key is scanned, it is marked as scanned. So it won't show up anymore.

https://github.com/ilkerccom/bitcrackrandomiser

I did something like that with puzzle 64 using keyhunt-cuda.. it was a file of 17,666,000 ranges .. after 64 got solved, i was curious as to where the correct range lied in my file, you know where it was?

Line number 1+ million !!!!!

Doesn't work. But you could be more lucky and find the correct range in line number 10 or something in your file

What do you mean it didn’t work?! So you were going through sequentially versus random?

Here is what i exactly did:

1. Generate the entire 64 range divided as 17,666,000 sub-ranges sorted sequentially at first.
2. Randomize the sub-ranges completely
3. Search each sub-range line by line, so that each sub-range completed gets me 1 in 17.6 million chance of winning.

After someone solved 64 and the pvt key was revealed, i found out that right sub-range after randomization was in line 1 million.

i.e: i was never meant to solve it if i kept going forward with this plan.

WanderingPhilospher

full member

Activity: 1232

Merit: 242

Shooters Shoot...

Quote from: Evillo on May 20, 2023, 06:41:27 PM

Quote from: ilkerc on May 20, 2023, 08:30:33 AM

Hello,

I just created a simple solo-pool to find puzzle 66.

It only works with BTC Puzzle 66. If you want to scan all private keys in puzzle 66; you need to do 36 quintillion scans in total. In case you do a random scan; previously generated private keys will be regenerated (random problem). This extends the scan time by x10.

Puzzle 66 HEX ranges as follows. It starts with 2 or 3. Any private key in this range is 17 characters long.

20000000000000000 to 3ffffffffffffffff

We take the first 7 characters and delete the rest for now. The result will be as follows.

2000000 to 3ffffff

We now have about 33 million possible private keys to search. All possible private keys are stored in the database. A random value will come up each time a scan job is called and will be marked as scanned when the scan is complete.

I can scan each key in about 10 minutes on NVIDIA 3090. This actually means about 1,1 trillion private keys. When the private key is scanned, it is marked as scanned. So it won't show up anymore.

https://github.com/ilkerccom/bitcrackrandomiser

I did something like that with puzzle 64 using keyhunt-cuda.. it was a file of 17,666,000 ranges .. after 64 got solved, i was curious as to where the correct range lied in my file, you know where it was?

Line number 1+ million !!!!!

Doesn't work. But you could be more lucky and find the correct range in line number 10 or something in your file

What do you mean it didn’t work?! So you were going through sequentially versus random?

Evillo

member

Activity: 185

Merit: 15

Quote from: ilkerc on May 20, 2023, 08:30:33 AM

Hello,

I just created a simple solo-pool to find puzzle 66.

It only works with BTC Puzzle 66. If you want to scan all private keys in puzzle 66; you need to do 36 quintillion scans in total. In case you do a random scan; previously generated private keys will be regenerated (random problem). This extends the scan time by x10.

Puzzle 66 HEX ranges as follows. It starts with 2 or 3. Any private key in this range is 17 characters long.

20000000000000000 to 3ffffffffffffffff

We take the first 7 characters and delete the rest for now. The result will be as follows.

2000000 to 3ffffff

We now have about 33 million possible private keys to search. All possible private keys are stored in the database. A random value will come up each time a scan job is called and will be marked as scanned when the scan is complete.

I can scan each key in about 10 minutes on NVIDIA 3090. This actually means about 1,1 trillion private keys. When the private key is scanned, it is marked as scanned. So it won't show up anymore.

https://github.com/ilkerccom/bitcrackrandomiser

I did something like that with puzzle 64 using keyhunt-cuda.. it was a file of 17,666,000 ranges .. after 64 got solved, i was curious as to where the correct range lied in my file, you know where it was?

Line number 1+ million !!!!!

Doesn't work. But you could be more lucky and find the correct range in line number 10 or something in your file

WanderingPhilospher

full member

Activity: 1232

Merit: 242

Shooters Shoot...

Quote from: digaran on May 20, 2023, 02:21:17 PM

Quote from: ilkerc on May 20, 2023, 08:30:33 AM

Hello,

I just created a simple solo-pool to find puzzle 66.

It only works with BTC Puzzle 66. If you want to scan all private keys in puzzle 66; you need to do 36 quintillion scans in total. In case you do a random scan; previously generated private keys will be regenerated (random problem). This extends the scan time by x10.

Puzzle 66 HEX ranges as follows. It starts with 2 or 3. Any private key in this range is 17 characters long.

20000000000000000 to 3ffffffffffffffff

We take the first 7 characters and delete the rest for now. The result will be as follows.

2000000 to 3ffffff

We now have about 33 million possible private keys to search. All possible private keys are stored in the database. A random value will come up each time a scan job is called and will be marked as scanned when the scan is complete.

I can scan each key in about 10 minutes on NVIDIA 3090. This actually means about 1,1 trillion private keys. When the private key is scanned, it is marked as scanned. So it won't show up anymore.

So you only keep 33 m keys in a file and then search for what exactly? If you are searching small ranges, then you should do it sequential. What is your speed in terms of keys/s ?

No, it has ranges, not keys. It's a pool of sorts that keeps track of ranges ran. And no, sequential is not the way to go lol.
I did a quick calculus, I can generate 1 trillion every 12 hours, so 2 trillions per 24 hours, now if I run my laptop 24/7, I could find the key after 30,000 + years or so give or take! Do you think people will be using bitcoin by then? Because I don't wanna waste 30,000 years for unsure future investment.😂

digaran

copper member

Activity: 1330

Merit: 899

🖤😏

Quote from: ilkerc on May 20, 2023, 08:30:33 AM

Hello,

I just created a simple solo-pool to find puzzle 66.

It only works with BTC Puzzle 66. If you want to scan all private keys in puzzle 66; you need to do 36 quintillion scans in total. In case you do a random scan; previously generated private keys will be regenerated (random problem). This extends the scan time by x10.

Puzzle 66 HEX ranges as follows. It starts with 2 or 3. Any private key in this range is 17 characters long.

20000000000000000 to 3ffffffffffffffff

We take the first 7 characters and delete the rest for now. The result will be as follows.

2000000 to 3ffffff

We now have about 33 million possible private keys to search. All possible private keys are stored in the database. A random value will come up each time a scan job is called and will be marked as scanned when the scan is complete.

I can scan each key in about 10 minutes on NVIDIA 3090. This actually means about 1,1 trillion private keys. When the private key is scanned, it is marked as scanned. So it won't show up anymore.

So you only keep 33 m keys in a file and then search for what exactly? If you are searching small ranges, then you should do it sequential. What is your speed in terms of keys/s ?

I did a quick calculus, I can generate 1 trillion every 12 hours, so 2 trillions per 24 hours, now if I run my laptop 24/7, I could find the key after 30,000 + years or so give or take! Do you think people will be using bitcoin by then? Because I don't wanna waste 30,000 years for unsure future investment.😂

WanderingPhilospher

full member

Activity: 1232

Merit: 242

Shooters Shoot...

Quote from: elvis13 on May 20, 2023, 12:31:01 PM

Meaning? We have a pool http://f4lc0n.com:8080/

Since you are part of the pool, what is one range size equal to?

Range size seems like an odd one.

325M left
14M complete

Not really that straight forward; like 2^65 / 2 ^ 40 range = 2 ^ 25 ranges to search

elvis13

newbie

Activity: 26

Merit: 2

Meaning? We have a pool http://f4lc0n.com:8080/

ilkerc

newbie

Activity: 8

Merit: 2

Hello,

I just created a simple solo-pool to find puzzle 66, 67 and 68.

It works with proof of work. If you want to scan all private keys in puzzle 66; you need to do 36 quintillion scans in total. In case you do a random scan; previously generated private keys will be regenerated (random problem). This extends the scan time by x10.

Puzzle 66 HEX ranges as follows. It starts with 2 or 3. Any private key in this range is 17 characters long.

20000000000000000 to 3ffffffffffffffff

We take the first 7 characters and delete the rest for now. The result will be as follows.

2000000 to 3ffffff

We now have about 33 million possible ranges to search. All possible ranges are stored in the database. A random value will come up each time a scan job is called and will be marked as scanned when the scan is complete. Each range contains 1,1 trillion keys.

I can scan each key in about 10 minutes on NVIDIA 3090. This actually means about 1,1 trillion private keys. When the private key is scanned, it is marked as scanned. So it won't show up anymore.

https://btcpuzzle.info
https://github.com/ilkerccom/bitcrackrandomiser

Topic: Bitcoin puzzle transaction ~32 BTC prize to who solves it - page 221. (Read 244277 times)