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11100001010100011110
11010001000110001101
11001101010110011110
00001010110011000000100001101100011011101000010110100011110011111111101001111101011111100100010010110101010001001010110000110111111000001111011011011001100000001000110011100111100011001001011100010100101111111001100111111110100101001011110001101000100100100010000101100010111011101001101111000001111000111000011111000111110000100110001111101111001010011101111111100001010110101010100111000110001110000111010101110011110111110010101111000101100000100110101101001001100010110000001010000000111010100001111110011101
10010111111111001001
01111011010100011010
10110001110101100111
01011000011110011111
01101110001000111101
00001110101000111001
11011011101001111000
11111010100110001010
11001110000101111001
10000110110010000000
01100010101101110011
01101110110001010011
11101011010111010001
11001011011001101001
11100000010111011110
01010110000110010001
01010011110110110011
01000101100000101111
10001100110000010111
10110001011000001001
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1D Cellular Automata Dataset

Structure

  • rule: The rule number in binary format
  • t=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): 4 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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