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| 1 | +Basic 2D transpose |
| 2 | +Original array: |
| 3 | +array([[0.0, 1.0, 2.0], |
| 4 | + [3.0, 4.0, 5.0]], dtype=float64) |
| 5 | +Transposed (no axes): |
| 6 | +array([[0.0, 3.0], |
| 7 | + [1.0, 4.0], |
| 8 | + [2.0, 5.0]], dtype=float64) |
| 9 | + |
| 10 | +2D transpose with axes=(1, 0) |
| 11 | +Original array: |
| 12 | +array([[0.0, 1.0, 2.0], |
| 13 | + [3.0, 4.0, 5.0]], dtype=float64) |
| 14 | +Transposed with axes=(1, 0): |
| 15 | +array([[0.0, 3.0], |
| 16 | + [1.0, 4.0], |
| 17 | + [2.0, 5.0]], dtype=float64) |
| 18 | + |
| 19 | +2D transpose with axes=(0, 1) |
| 20 | +Original array: |
| 21 | +array([[0.0, 1.0, 2.0], |
| 22 | + [3.0, 4.0, 5.0]], dtype=float64) |
| 23 | +Transposed with axes=(0, 1): |
| 24 | +array([[0.0, 1.0, 2.0], |
| 25 | + [3.0, 4.0, 5.0]], dtype=float64) |
| 26 | + |
| 27 | +1D array transpose |
| 28 | +Original array: |
| 29 | +array([0.0, 1.0, 2.0, 3.0, 4.0], dtype=float64) |
| 30 | +Transposed array: |
| 31 | +array([0.0, 1.0, 2.0, 3.0, 4.0], dtype=float64) |
| 32 | + |
| 33 | +Transpose of different dtypes |
| 34 | +Original array: |
| 35 | +array([[0, 1], |
| 36 | + [2, 3]], dtype=uint8) |
| 37 | +Transposed array: |
| 38 | +array([[0, 2], |
| 39 | + [1, 3]], dtype=uint8) |
| 40 | +Original array: |
| 41 | +array([[0, 1], |
| 42 | + [2, 3]], dtype=int8) |
| 43 | +Transposed array: |
| 44 | +array([[0, 2], |
| 45 | + [1, 3]], dtype=int8) |
| 46 | +Original array: |
| 47 | +array([[0, 1], |
| 48 | + [2, 3]], dtype=uint16) |
| 49 | +Transposed array: |
| 50 | +array([[0, 2], |
| 51 | + [1, 3]], dtype=uint16) |
| 52 | +Original array: |
| 53 | +array([[0, 1], |
| 54 | + [2, 3]], dtype=int16) |
| 55 | +Transposed array: |
| 56 | +array([[0, 2], |
| 57 | + [1, 3]], dtype=int16) |
| 58 | +Original array: |
| 59 | +array([[0.0, 1.0], |
| 60 | + [2.0, 3.0]], dtype=float64) |
| 61 | +Transposed array: |
| 62 | +array([[0.0, 2.0], |
| 63 | + [1.0, 3.0]], dtype=float64) |
| 64 | + |
| 65 | +.T property vs transpose() method |
| 66 | +Original array: |
| 67 | +array([[0.0, 1.0, 2.0], |
| 68 | + [3.0, 4.0, 5.0]], dtype=float64) |
| 69 | +Using .T property: |
| 70 | +array([[0.0, 3.0], |
| 71 | + [1.0, 4.0], |
| 72 | + [2.0, 5.0]], dtype=float64) |
| 73 | +Using .transpose(): |
| 74 | +array([[0.0, 3.0], |
| 75 | + [1.0, 4.0], |
| 76 | + [2.0, 5.0]], dtype=float64) |
| 77 | +Both should be equal: True |
| 78 | + |
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