Creating Arrays
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np.array([1,2,3]) |
One dimensional array |
np.array([(1,2,3),(4,5,6)]) |
Two dimensional array |
np.zeros(3) |
1D array of length 3 all values 0 |
np.ones((3,4)) |
3x4 array with all values 1 |
np.eye(5) |
5x5 array of 0 with 1 on diagonal (Identity matrix) |
np.linspace(0,100,6) |
Array of 6 evenly divided values from 0 to 100 |
np.arange(0,10,3) |
Array of values from 0 to less than 10 with step 3 (eg [0,3,6,9]) |
np.full((2,3),8) |
2x3 array with all values 8 |
np.random.rand(4,5) |
4x5 array of random floats between 0â1 |
np.random.rand(6,7)*100 |
6x7 array of random floats between 0â100 |
np.random.randint(5,size=(2,3)) |
2x3 array with random ints between 0â4 |
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