# Python numpy.greater_equal() Examples

The following are *30*
code examples for showing how to use *numpy.greater_equal()*.
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Example 1

Project: DOTA_models Author: ringringyi File: np_box_list_ops.py License: Apache License 2.0 | 6 votes |

def prune_non_overlapping_boxes(boxlist1, boxlist2, minoverlap=0.0): """Prunes the boxes in boxlist1 that overlap less than thresh with boxlist2. For each box in boxlist1, we want its IOA to be more than minoverlap with at least one of the boxes in boxlist2. If it does not, we remove it. Args: boxlist1: BoxList holding N boxes. boxlist2: BoxList holding M boxes. minoverlap: Minimum required overlap between boxes, to count them as overlapping. Returns: A pruned boxlist with size [N', 4]. """ intersection_over_area = ioa(boxlist2, boxlist1) # [M, N] tensor intersection_over_area = np.amax(intersection_over_area, axis=0) # [N] tensor keep_bool = np.greater_equal(intersection_over_area, np.array(minoverlap)) keep_inds = np.nonzero(keep_bool)[0] new_boxlist1 = gather(boxlist1, keep_inds) return new_boxlist1

Example 2

Project: object_detector_app Author: datitran File: np_box_list_ops.py License: MIT License | 6 votes |

Example 3

Project: vehicle_counting_tensorflow Author: ahmetozlu File: np_box_list_ops.py License: MIT License | 6 votes |

Example 4

Project: vehicle_counting_tensorflow Author: ahmetozlu File: np_box_mask_list_ops.py License: MIT License | 6 votes |

def prune_non_overlapping_masks(box_mask_list1, box_mask_list2, minoverlap=0.0): """Prunes the boxes in list1 that overlap less than thresh with list2. For each mask in box_mask_list1, we want its IOA to be more than minoverlap with at least one of the masks in box_mask_list2. If it does not, we remove it. If the masks are not full size image, we do the pruning based on boxes. Args: box_mask_list1: np_box_mask_list.BoxMaskList holding N boxes and masks. box_mask_list2: np_box_mask_list.BoxMaskList holding M boxes and masks. minoverlap: Minimum required overlap between boxes, to count them as overlapping. Returns: A pruned box_mask_list with size [N', 4]. """ intersection_over_area = ioa(box_mask_list2, box_mask_list1) # [M, N] tensor intersection_over_area = np.amax(intersection_over_area, axis=0) # [N] tensor keep_bool = np.greater_equal(intersection_over_area, np.array(minoverlap)) keep_inds = np.nonzero(keep_bool)[0] new_box_mask_list1 = gather(box_mask_list1, keep_inds) return new_box_mask_list1

Example 5

Project: recruit Author: Frank-qlu File: test_datetime.py License: Apache License 2.0 | 6 votes |

def test_datetime_compare_nat(self): dt_nat = np.datetime64('NaT', 'D') dt_other = np.datetime64('2000-01-01') td_nat = np.timedelta64('NaT', 'h') td_other = np.timedelta64(1, 'h') for op in [np.equal, np.less, np.less_equal, np.greater, np.greater_equal]: assert_(not op(dt_nat, dt_nat)) assert_(not op(dt_nat, dt_other)) assert_(not op(dt_other, dt_nat)) assert_(not op(td_nat, td_nat)) assert_(not op(td_nat, td_other)) assert_(not op(td_other, td_nat)) assert_(np.not_equal(dt_nat, dt_nat)) assert_(np.not_equal(dt_nat, dt_other)) assert_(np.not_equal(dt_other, dt_nat)) assert_(np.not_equal(td_nat, td_nat)) assert_(np.not_equal(td_nat, td_other)) assert_(np.not_equal(td_other, td_nat))

Example 6

Project: recruit Author: Frank-qlu File: test_ufunc.py License: Apache License 2.0 | 6 votes |

def test_NotImplemented_not_returned(self): # See gh-5964 and gh-2091. Some of these functions are not operator # related and were fixed for other reasons in the past. binary_funcs = [ np.power, np.add, np.subtract, np.multiply, np.divide, np.true_divide, np.floor_divide, np.bitwise_and, np.bitwise_or, np.bitwise_xor, np.left_shift, np.right_shift, np.fmax, np.fmin, np.fmod, np.hypot, np.logaddexp, np.logaddexp2, np.logical_and, np.logical_or, np.logical_xor, np.maximum, np.minimum, np.mod, np.greater, np.greater_equal, np.less, np.less_equal, np.equal, np.not_equal] a = np.array('1') b = 1 c = np.array([1., 2.]) for f in binary_funcs: assert_raises(TypeError, f, a, b) assert_raises(TypeError, f, c, a)

Example 7

Project: recruit Author: Frank-qlu File: defchararray.py License: Apache License 2.0 | 6 votes |

def equal(x1, x2): """ Return (x1 == x2) element-wise. Unlike `numpy.equal`, this comparison is performed by first stripping whitespace characters from the end of the string. This behavior is provided for backward-compatibility with numarray. Parameters ---------- x1, x2 : array_like of str or unicode Input arrays of the same shape. Returns ------- out : ndarray or bool Output array of bools, or a single bool if x1 and x2 are scalars. See Also -------- not_equal, greater_equal, less_equal, greater, less """ return compare_chararrays(x1, x2, '==', True)

Example 8

Project: recruit Author: Frank-qlu File: defchararray.py License: Apache License 2.0 | 6 votes |

def not_equal(x1, x2): """ Return (x1 != x2) element-wise. Unlike `numpy.not_equal`, this comparison is performed by first stripping whitespace characters from the end of the string. This behavior is provided for backward-compatibility with numarray. Parameters ---------- x1, x2 : array_like of str or unicode Input arrays of the same shape. Returns ------- out : ndarray or bool Output array of bools, or a single bool if x1 and x2 are scalars. See Also -------- equal, greater_equal, less_equal, greater, less """ return compare_chararrays(x1, x2, '!=', True)

Example 9

Project: recruit Author: Frank-qlu File: defchararray.py License: Apache License 2.0 | 6 votes |

def greater_equal(x1, x2): """ Return (x1 >= x2) element-wise. Unlike `numpy.greater_equal`, this comparison is performed by first stripping whitespace characters from the end of the string. This behavior is provided for backward-compatibility with numarray. Parameters ---------- x1, x2 : array_like of str or unicode Input arrays of the same shape. Returns ------- out : ndarray or bool Output array of bools, or a single bool if x1 and x2 are scalars. See Also -------- equal, not_equal, less_equal, greater, less """ return compare_chararrays(x1, x2, '>=', True)

Example 10

Project: recruit Author: Frank-qlu File: defchararray.py License: Apache License 2.0 | 6 votes |

def greater(x1, x2): """ Return (x1 > x2) element-wise. Unlike `numpy.greater`, this comparison is performed by first stripping whitespace characters from the end of the string. This behavior is provided for backward-compatibility with numarray. Parameters ---------- x1, x2 : array_like of str or unicode Input arrays of the same shape. Returns ------- out : ndarray or bool Output array of bools, or a single bool if x1 and x2 are scalars. See Also -------- equal, not_equal, greater_equal, less_equal, less """ return compare_chararrays(x1, x2, '>', True)

Example 11

Project: recruit Author: Frank-qlu File: defchararray.py License: Apache License 2.0 | 6 votes |

def less(x1, x2): """ Return (x1 < x2) element-wise. Unlike `numpy.greater`, this comparison is performed by first stripping whitespace characters from the end of the string. This behavior is provided for backward-compatibility with numarray. Parameters ---------- x1, x2 : array_like of str or unicode Input arrays of the same shape. Returns ------- out : ndarray or bool Output array of bools, or a single bool if x1 and x2 are scalars. See Also -------- equal, not_equal, greater_equal, less_equal, greater """ return compare_chararrays(x1, x2, '<', True)

Example 12

Project: SlowFast-Network-pytorch Author: MagicChuyi File: np_box_list_ops.py License: MIT License | 6 votes |

Example 13

Project: SlowFast-Network-pytorch Author: MagicChuyi File: np_box_mask_list_ops.py License: MIT License | 6 votes |

Example 14

Project: lambda-packs Author: ryfeus File: defchararray.py License: MIT License | 6 votes |

Example 15

Project: lambda-packs Author: ryfeus File: defchararray.py License: MIT License | 6 votes |

Example 16

Project: lambda-packs Author: ryfeus File: defchararray.py License: MIT License | 6 votes |

Example 17

Project: lambda-packs Author: ryfeus File: defchararray.py License: MIT License | 6 votes |

def less_equal(x1, x2): """ Return (x1 <= x2) element-wise. Unlike `numpy.less_equal`, this comparison is performed by first stripping whitespace characters from the end of the string. This behavior is provided for backward-compatibility with numarray. Parameters ---------- x1, x2 : array_like of str or unicode Input arrays of the same shape. Returns ------- out : ndarray or bool Output array of bools, or a single bool if x1 and x2 are scalars. See Also -------- equal, not_equal, greater_equal, greater, less """ return compare_chararrays(x1, x2, '<=', True)

Example 18

Project: lambda-packs Author: ryfeus File: defchararray.py License: MIT License | 6 votes |

Example 19

Project: auto-alt-text-lambda-api Author: abhisuri97 File: test_ufunc.py License: MIT License | 6 votes |

def test_NotImplemented_not_returned(self): # See gh-5964 and gh-2091. Some of these functions are not operator # related and were fixed for other reasons in the past. binary_funcs = [ np.power, np.add, np.subtract, np.multiply, np.divide, np.true_divide, np.floor_divide, np.bitwise_and, np.bitwise_or, np.bitwise_xor, np.left_shift, np.right_shift, np.fmax, np.fmin, np.fmod, np.hypot, np.logaddexp, np.logaddexp2, np.logical_and, np.logical_or, np.logical_xor, np.maximum, np.minimum, np.mod ] # These functions still return NotImplemented. Will be fixed in # future. # bad = [np.greater, np.greater_equal, np.less, np.less_equal, np.not_equal] a = np.array('1') b = 1 for f in binary_funcs: assert_raises(TypeError, f, a, b)

Example 20

Project: auto-alt-text-lambda-api Author: abhisuri97 File: defchararray.py License: MIT License | 6 votes |

Example 21

Project: auto-alt-text-lambda-api Author: abhisuri97 File: defchararray.py License: MIT License | 6 votes |

Example 22

Project: auto-alt-text-lambda-api Author: abhisuri97 File: defchararray.py License: MIT License | 6 votes |

Example 23

Project: auto-alt-text-lambda-api Author: abhisuri97 File: defchararray.py License: MIT License | 6 votes |

Example 24

Project: auto-alt-text-lambda-api Author: abhisuri97 File: defchararray.py License: MIT License | 6 votes |

Example 25

Project: ros_people_object_detection_tensorflow Author: cagbal File: np_box_list_ops.py License: Apache License 2.0 | 6 votes |

Example 26

Project: ros_people_object_detection_tensorflow Author: cagbal File: np_box_mask_list_ops.py License: Apache License 2.0 | 6 votes |

Example 27

Project: vnpy_crypto Author: birforce File: test_ufunc.py License: MIT License | 6 votes |

Example 28

Project: vnpy_crypto Author: birforce File: defchararray.py License: MIT License | 6 votes |

Example 29

Project: vnpy_crypto Author: birforce File: defchararray.py License: MIT License | 6 votes |

Example 30

Project: vnpy_crypto Author: birforce File: defchararray.py License: MIT License | 6 votes |