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July 24, 2015 07:35
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n-dimensional angles in python
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import numpy as np | |
def unit_vector(vector): | |
""" Returns the unit vector of the vector. """ | |
return vector / np.linalg.norm(vector) | |
def angle_between(vector_1, vector_2): | |
""" Returns the angle in radians between vectors 'vector_1' and 'vector_2':: | |
>>> angle_between((1, 0, 0), (0, 1, 0)) | |
1.5707963267948966 | |
>>> angle_between((1, 0, 0), (1, 0, 0)) | |
0.0 | |
>>> angle_between((1, 0, 0), (-1, 0, 0)) | |
3.141592653589793 | |
""" | |
vector_1_u = unit_vector(vector_1) | |
vector_2_u = unit_vector(vector_2) | |
angle = np.arccos(np.dot(vector_1_u, vector_2_u)) | |
if np.isnan(angle): | |
if (vector_1_u == vector_2_u).all(): | |
return 0.0 | |
else: | |
return np.pi | |
return angle |
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