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10100100101100011101100100001011010110001011110011010000000010000011000101111000000100000101100101100100011000100010101010101100 | 01010101011101110100 | 01010101000001001000 | 11010101000100010111 | 11010101000110011010 | 10010101010001000000 | 00010101010001100010 | 11110101010100011011 | 00110101010101000001 | 10000101010101000100 | 01111101010101000001 | 10101101010101000111 | 10001001010101011110 | 00000001010101000011 | 10010111010101011000 | 00011000010101010110 | 11000111110101010101 | 10001110110101010100 | 01110001000101010001 | 10100101100101010001 | 00100101101101010100 |
00010111001111010100110000100011110010110000100011010001011110110001000010001000101100100111000100111101111010110101111110101110 | 00110101111101111001 | 01010000111011010010 | 00101111001101011100 | 01100010100100000000 | 11011011011101000001 | 01101001110111110110 | 00101110011111101111 | 01000011101111011010 | 11011100111000101011 | 00110111000110110000 | 11101100110100101000 | 00111110010110010000 | 11111100100110110100 | 01111001001000010111 | 11010010011010110001 | 01111100101001101100 | 01111001010110001011 | 11010010101101101001 | 01111001010100101110 | 10110010100010000011 |
10101000110101000000000011011000000100101001101101111101100011010001101100001100100011101101100000001010001111011100110001101011 | 11101001100011110111 | 10110011110100100101 | 10111000111000000000 | 10111101011100111010 | 10101111011000000111 | 11101010011000000001 | 01111100111000110000 | 00001100011101010000 | 10000110100011111001 | 10010101001100011011 | 00000010011110111101 | 10001110000100101110 | 00110111001100001001 | 01111010011100011000 | 00011100001110101001 | 01101110100001110000 | 01110001010100111000 | 00111000001000011101 | 00011100111001000010 | 01001000010010000110 |
11001011111010110100100011010001001100011100011101011001111011000101110000001001110100010000010011010111010010110110011101111101 | 00100000100011000100 | 01100101111011101100 | 01101001011111011011 | 00011000010011100000 | 10111010110100101011 | 01111100101100000111 | 11001111000001101100 | 11111010011010101011 | 01011011000000000110 | 10010010010111101110 | 10000000000101111110 | 01001111100001000110 | 00011101001011110110 | 11110101000010111100 | 10111001100000101101 | 01101011101100001000 | 10000111011001011001 | 10111100110010000111 | 11101101110000011101 | 01110011010110110011 |
01001100001011101011001001100011001000100110001110111000110000010111011001110100110101000000000101000101101101001000100000011110 | 11101010110111000011 | 01001100000001111001 | 01110010001000100011 | 00010000100010000110 | 11101011001001010101 | 00001000101101011001 | 10110011010001000100 | 11001011111100010010 | 00111011111000001011 | 11000001010101010100 | 00101011011111110111 | 01100000001101110001 | 10010001001000010010 | 10000100100101101010 | 01011010110110001110 | 11100010000000001010 | 10100001000001011000 | 10010110101010100001 | 11111000111110010101 | 11110000010100110001 |
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00010101010000111011000000100100000100010011111110101000100100010110010101011101100010011001100111101110011001011101100000001000 | 01100100100100100010 | 01011110110110000011 | 00110000110011111001 | 10101100000010010011 | 00001111000011011101 | 10011000110000000010 | 00010000001100000100 | 10001000100011100010 | 00000000001110111100 | 00000000111110100011 | 11000011100001001000 | 00110110111101100010 | 10000110100000101000 | 01000011010101000000 | 00100001010110100000 | 00010110010101010000 | 00100101100101101000 | 00110101011101010101 | 00110101110001010110 | 00010011111110010110 |
11100011111111001111110111111101101100000111000001101111100001110011000111111000001010001011010100001001000001001110101111000110 | 11001111111111000110 | 00010110000101100111 | 10010010010100001011 | 01111011011000101100 | 10010111101100100110 | 01011001010011110011 | 10000101110000010001 | 10010110011001011101 | 01010000011101101010 | 01100100101011110111 | 10011110111000101010 | 10000101001100111011 | 11010111001101010100 | 01100000000110011100 | 01100011101110101110 | 01110101010100000000 | 10100001011001011110 | 01000101000101100100 | 01110110010100011111 | 10101001011001101110 |
10101100011101011011101110111011101101110010000100010111101100001100010011100001011110010111100000011001110010011011011010110011 | 01000101011110000101 | 10111100110011001101 | 11100010001000100110 | 01100000100010111011 | 11000111001111001101 | 11010010111100100110 | 01011101100011111011 | 10100111001011001101 | 10111010100101100110 | 01001101011010110011 | 01110110001100011001 | 10011100100101000000 | 11101011111110011011 | 00110110011001001110 | 10111111000011110110 | 01100101100011011011 | 11100010001011101101 | 00100000111100110111 | 11111100110010011010 | 10010010000111101101 |
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11101100011111111000110111100101110010100000101001101110010110110011100011101000011101111110101101001101101100100010111000100111 | 00001010001001000100 | 01111101011011001011 | 00111111100101110000 | 00111110011011100001 | 00011000000011001111 | 00011000110011010010 | 11011100110001101111 | 10011100111001000111 | 00100101001111000101 | 11100110100010000110 | 11100011110101110100 | 00000010011111001010 | 10111110001100111100 | 01011000001101001011 | 11111000001110100001 | 11100000001101101101 | 11000011001010010000 | 11011011111101111110 | 00100001111000111101 | 11111101010000100110 |
10000111000001000000110110001010000101000110111000001000101100111110001101111000010101011000010000110000010000011011011100000010 | 01011110010100110101 | 10100001011110000011 | 10000110100001010100 | 00001101000110110100 | 10011010111100001000 | 00000001000010100000 | 11110000001101000111 | 01001010011010111001 | 11011111000001100101 | 11110100101010000111 | 01000101111000001001 | 10100010000101000011 | 10010000011010000100 | 10000010110100010000 | 00010100101010000010 | 01101101111000010000 | 11000001000101000010 | 11001000000010001100 | 10000001100000110000 | 00010010100101010010 |
10000000111011100110010011011101110101000110100110001101001011100001010110000001001011011001100010001010010011001011010000100011 | 00101000111101000111 | 10000011001100011110 | 00100011010100100110 | 00111010101110000010 | 11111101010101100011 | 01110110111001100101 | 10000111010110100010 | 00110111100001000110 | 00111001010001110110 | 01110100000111100110 | 00110001000001011010 | 10110001010000000100 | 00110011000101000111 | 11010101001100011110 | 10101111000100100100 | 01011010000110010011 | 10000100110110100000 | 10100100010101001000 | 10110110111111101101 | 10110111000110001101 |
10011010001100000100010011011100110011101110011101001010110100001000110000111100011101100111010001101010110010001011001011001101 | 00010010000000111011 | 11100100111010011110 | 00111000010011000000 | 10011110100111001110 | 11000000110011100100 | 11001011010001111001 | 11101011111000001100 | 01000010011100110100 | 10010100001111101110 | 11110101000001000100 | 00000001010010101000 | 11110001011111101011 | 00110111010001000010 | 00010010011010010101 | 10100100110111111101 | 11111001110000101010 | 10011100111100111100 | 00001110000110000111 | 11000111101010100011 | 01000000000110110000 |
11101110001101101001111101110010111010001010111110000110010110001000101111100111001100000001110100111110100001101000010011111010 | 11000101110011001111 | 11010111110101001001 | 00100110011000111101 | 11110010100011010100 | 11110111100111100010 | 10010001100111101011 | 10110010100110110011 | 10000111010111000010 | 10100100100110100111 | 10011101110110010110 | 01010101110000101100 | 01110001101001111001 | 11100111100101111010 | 11100111101011001100 | 10100110110010010100 | 11010111000110011010 | 10100110011010111100 | 11010010111100101101 | 10001001101101011101 | 00110101111010011100 |
10000010100101000011010111100110010010001000011110100000110100101100010100001101001000111011010010000011001011001011111100111101 | 01001000100101011001 | 00110000010010100100 | 01011110001000011001 | 10110000001010101100 | 00011110000100010010 | 10001001000100001100 | 00000110000101010110 | 11001011000010001011 | 00100001100010011110 | 00101010100001011000 | 00010000101001001111 | 00010100000110101100 | 10000100101110010111 | 01000010011011001100 | 01010001010010011100 | 10010010001101000100 | 01101100001100000011 | 01101110010111100110 | 11000011001100011110 | 11100101011100101011 |
11010101110110111000010110000110100001011100000001111011000000101001110111010110101101111100010000000101010100110101101101111101 | 11010000101011000100 | 10101001010101101100 | 01001110101010010111 | 11111100010011111010 | 00001010110100111011 | 00010101001111110101 | 00101001110000110001 | 01001111000010111011 | 11110100000111010100 | 01011011011110000111 | 01100100110000011110 | 00010100010001111011 | 10100100110011101101 | 01110100001111010010 | 11101010111101111010 | 01000101000111001011 | 10001001001100011000 | 10011001000110011101 | 11000101000101111010 | 01101001001110001011 |
11010101110110101011010001000010110100100001010110011100010111010011101100100000000011101111111011111010111011101001000100000100 | 01011010111111001010 | 00011100101000001000 | 11110100100010001110 | 01100100000110111011 | 01101011010000111011 | 01110111110111101011 | 01111000101011000111 | 10110010011101011101 | 10110101000000001101 | 10111110010111100001 | 00000000000111011100 | 01111111111101111011 | 00010000001010110011 | 01111101010111011100 | 10001001110011111001 | 00111100011000000110 | 11011001110110110100 | 00011100010110111101 | 01110001010110011001 | 00100100111011101000 |
11001110010111011011100010001010010110101000111001111100010000110001001011111010010101101100001111010000110011101110001011010001 | 01101000011100101010 | 10011011001110100001 | 01000011101000101111 | 01011000001100100100 | 01011010011010111100 | 01010111100100010110 | 01000010110100010111 | 01010110101110010100 | 00001101001011011110 | 10011011001010001011 | 10000011101111001010 | 10000000000101101000 | 01001111101101011100 | 01100010111010010010 | 11110010100010111111 | 10011011110010011111 | 10000001011011000100 | 11001011010011100111 | 01101010111011100001 | 01010100100010011011 |
11111101000010111101110011001001111000001010001001111101100010011101010010101111011001000001101111101100110001111001100001101111 | 00101100111110110000 | 11000010110100000111 | 10110100001101111110 | 00001101100011111110 | 11100000010011111101 | 11011111101011111001 | 00011111100001011101 | 10011111011010010011 | 01011010010111001011 | 10000111000110010000 | 01111111000111111101 | 00111110000111111100 | 11110101111111111011 | 11110000111111110011 | 11101111111111111011 | 01001111111111110011 | 11001111111111111010 | 00101111111111111000 | 11000111111111110111 | 10000111111111100110 |
11111101101100100100111111110011100011010111000000011010111010000010110101100000011110010001011100001001010110110101101010110101 | 11100001110100111111 | 00100011011111010111 | 01010001011011011001 | 11101011101101110001 | 10101101010101011010 | 10100000010101000000 | 11001011111110010111 | 00000101010000001010 | 10111111100101111100 | 01010100000010100000 | 11111001011111001011 | 01000000101000000101 | 10010111110010111111 | 00001010000001010100 | 01111100101111111001 | 10100000010101000000 | 11001011111110010111 | 00000101010000001010 | 10111111100101111100 | 01010100000010100000 |
11010111100101110110001000111010110000001100010001110111101111000001011101010011111100111110010100000010110101101100000010000001 | 11000110000110001100 | 00101000011001010011 | 10001111100100011000 | 11011000000010100100 | 01101000110100110100 | 11101101110110010110 | 11101011110011011101 | 01001100100101111100 | 00000010110100100110 | 00110111110110100000 | 11111010000110111011 | 01000011111111111001 | 01111110011111000000 | 11000000010001100111 | 01100110011010010100 | 10011001101011000110 | 11000110111101101110 | 01101111001001011110 | 10110010001101000100 | 11011001011101100010 |
10000100110011110000001001001011001000000100101101101110001000100101101101000011111001110010101101111011111010011110100100110111 | 11001111000010011001 | 10011100110010001011 | 00111001011100100011 | 01110100011011000111 | 10011110110110111100 | 10011010001000110011 | 00100111111001110111 | 11100110100011001010 | 11001001110111100001 | 10111001001110011101 | 00010111001100110000 | 00100110010101000001 | 00100011000000101001 | 00000110000001001101 | 10100100000001000011 | 11110000010001001010 | 11001010010111000001 | 10100011000110101001 | 01110110111101101000 | 01000000110100111101 |
00010001011100001110101001000000010101111001000011111100111111110111001001011100110100100111001000111000010011001110011100111110 | 00001110001110110101 | 11110011100011111001 | 01100000111000110000 | 00010111001111001011 | 11010001000010101100 | 10101000111010110110 | 00001110001101010111 | 10110011110010010001 | 00111000101111001110 | 10001110100110000011 | 11100010111101011100 | 00111010011110000100 | 11001011100101010011 | 10101000110000001100 | 00001111001000100110 | 01110010110100101101 | 00011011011101110110 | 01000011000110011101 | 01111000111011000110 | 00010110001110111011 |
11110010000010001101100010111101010001010000100001010110001101000100000110010010101001101111011111101010000010110010101111100010 | 11011000110110000010 | 01111100011110111000 | 00100100100101100010 | 00000000001101111001 | 10011111110101101111 | 10001001010010101100 | 11000010101100011101 | 00010000011110101111 | 01001011000110000101 | 00111011100110100000 | 10011110001010010011 | 00000010100101001111 | 01011001011010010001 | 00111001001001011000 | 10010110000011011011 | 01010110111101101010 | 10001010111010110001 | 11100000011001111001 | 00101011110100001000 | 10000001111011000101 |
00011100100010010011101011100111111111100110000000000111011111111010011011000001000000100000011000110100100101010010000010001111 | 11000010100101000111 | 11001101101010010111 | 10000011010010100001 | 10001001000101001001 | 10100111011011011110 | 00100011010110111100 | 11101101111001111100 | 01101011110001111000 | 00111001110101111000 | 10001000110100111000 | 10101011010000000010 | 10100100010110000100 | 01101101101000011011 | 11011011001010000110 | 10110100010100100001 | 01100101101101101000 | 01101010011011001010 | 10110010100100010110 | 11000101101101101001 | 00011010011011000000 |
01100001011000111001101111111010001110100100010100100010011001010001010000110000001000110000000101010100010100010100001001011011 | 10110100010000110101 | 01000001001010010111 | 00000101001111011001 | 10010111000111100100 | 00011000110110100001 | 01001010011000000000 | 01001110101000000011 | 01000010000000010001 | 10000001000011000111 | 00001100101001010110 | 00000111111101001000 | 00101101110001110100 | 00011000001101010000 | 10001000000100000000 | 00100100110010000110 | 00101011011001010010 | 11100110100111111100 | 01100010100001111100 | 00100111000111001011 | 10010010110111011100 |
11010000111101011101100010011011101110110111100011011001001001011010110000111010010011110001010010011000000100001011110100101010 | 11110101010101011001 | 10011011111111110100 | 01101100100001011001 | 00100001010101010001 | 01010101011111101111 | 10111111100110010011 | 01001011010100101110 | 10001000001100100001 | 11011110100001010000 | 11100111000101100000 | 01010110001101011010 | 01011101101001100100 | 11001000010011001011 | 00110101011110001000 | 10100011100000011110 | 01011001011111011111 | 11110001000000100001 | 10100011111100110001 | 01011011111010111101 | 11101100001111001110 |
11100111111100101100011001111110000100100100111000101111011101011101000011010100001011111111110011011001000100100100101101011001 | 11001101111000110010 | 11001110000110011011 | 01010100111010011100 | 01101100011100001010 | 11110101011001011010 | 00100010111101111111 | 01110010001110011011 | 11110111101110011101 | 00011001111110101110 | 11101010010000111100 | 01100111011011010101 | 11101011101101101010 | 11101111110110110101 | 01110010011011011110 | 10110110111101100010 | 01111011001110100011 | 10011101010111001001 | 10101100101111011010 | 01011110100011101101 | 10100101001011110110 |
11001001011000101010100101001000000101110101001100000000101001000011111011010111010110110001001101011100001011000011111010100110 | 10000110001001010001 | 00110000011110101110 | 11000000100111011010 | 00000101101100110001 | 10000000101000000010 | 00001100110000110011 | 01100100000110010000 | 00101110000010111000 | 00011010000001101000 | 10000000001000000000 | 01001111010100111101 | 11111011111111101111 | 00110001000011000100 | 10000010101000001010 | 00000010010000001001 | 10010111011001011101 | 00111100110011110011 | 00100010010010001001 | 10100111011010011101 | 00011100110001110011 |
00000111101001111001111111001101011011100110110100100101011011110111000110110011101110100001100110110110000100000011010011011111 | 11100110111101101001 | 01111001001100000101 | 01011100110101101110 | 11101111001111110111 | 11100011101111110011 | 11101111000111111011 | 11100011011111111001 | 01101010101111111101 | 11010010001111111011 | 10001110011111111000 | 10011111011111111010 | 11011111001111110101 | 00001111101111101100 | 00011111100111100001 | 00111111110101100101 | 10111111101111011111 | 10011111100011001111 | 11011111101001001111 | 11001111000110101111 | 11101011010101101111 |
10001100101010111100111000010000101001110110000010111010111001100001011110000011111110010010000101110011111011011000001111000000 | 01101100100001100111 | 11011010110101011100 | 01111000010100100101 | 10001110111110001010 | 01011001111010111111 | 00000111010001010000 | 11000101011111101101 | 01011110101000011000 | 10000100110101010110 | 11001001000101000011 | 01000001111110101010 | 01110001000000101111 | 10010101110001000010 | 11101010010101100111 | 00001111101000011100 | 00001010001101010110 | 00011101010001000001 | 10110101101101110011 | 01110000011000010110 | 11011000010110101001 |
11100000000011000111101101010010111011001000001100101001101111101010111100111101011101100110010100110001110010101011111011100100 | 01100011010010111001 | 10001110111111100101 | 00110010010000110110 | 11111001100100110100 | 10101101110010101110 | 01010011001010001111 | 10001011101111010111 | 10110111100011100101 | 00001001101100010110 | 00100101101001101000 | 10011110111101011010 | 01011100001110101000 | 00110110000011001011 | 00110100000011101101 | 10101101110000110111 | 11010011011000111001 | 01111011010011000110 | 11110101111010011110 | 00111001011111011100 | 00000101111110010110 |
11010100101101010001110011010010111110101100110010011100010001110010110101011111100100010110001000010100101001111001111010111101 | 10011011110000011111 | 01011011011001010101 | 00010010001010100000 | 10000100111100111011 | 01010010110010100010 | 00110010110101101100 | 00010110111001000010 | 11110100101000011010 | 01111000011110010101 | 10101100011000101000 | 11001001001001111011 | 00001011011101111011 | 10111010010001111100 | 10000100100111011001 | 11010001110100101101 | 00110110001000101001 | 11110000011011111011 | 10111001011010111010 | 01001011011101000110 | 01001010010011010010 |
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1D Cellular Automata Dataset
Structure
rule
: The rule number in binary formatt=0
,t=1
, ...,t=T
: The states of the CA at each timestep
Splits
- Training: 80%
- Validation: 10%
- Test: 10%
Parameters:
Parameter | Description |
---|---|
r (int): 3 |
The radius of the CA rule. |
size (int): 20 |
The number of cells in the CA. |
T (int): 20 |
The number of steps for the CA to evolve. |
num_samples (int): 1111111 |
The number of samples in the dataset. |
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