AmitDiwan has Published 11360 Articles

Return matrix rank of array using Singular Value Decomposition method in Python

AmitDiwan

AmitDiwan

Updated on 25-Feb-2022 06:21:35

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To return matrix rank of array using Singular Value Decomposition method, use the numpy.linalg.matrix_rank() method in Python. Rank of the array is the number of singular values of the array that are greater than tol. The 1st parameter, A is the input vector or stack of matrices.The 2nd parameter, tol ... Read More

Convert a radian array to degrees in Python

AmitDiwan

AmitDiwan

Updated on 25-Feb-2022 06:20:13

2K+ Views

To convert a radian array to degrees, use the numpy.degrees() method in Python Numpy. The 1st parameter is an input array in radians. The 2nd and 3rd parameters are optional. The 2nd parameter is an ndarray, A location into which the result is stored. If provided, it must have a ... Read More

Compute element-wise arc tangent of x1/x2 choosing the quadrant correctly in Python

AmitDiwan

AmitDiwan

Updated on 25-Feb-2022 06:18:06

126 Views

The quadrant is chosen so that arctan2(x1, x2) is the signed angle in radians between the ray ending at the origin and passing through the point (1, 0), and the ray ending at the origin and passing through the point (x2, x1).The 1st parameter is the y-coordinates. The 2nd parameter ... Read More

Compute the determinant for a stack of matrices in linear algebra in Python

AmitDiwan

AmitDiwan

Updated on 25-Feb-2022 06:15:49

154 Views

To compute the determinant for a stack of matrices in linear algebra, use the np.linalg.det() in Python Numpy. The 1st parameter, a is the input array to compute determinants for. The method returns the determinant of a.StepsAt first, import the required libraries -import numpy as npCreate an array −arr = ... Read More

Get the Trigonometric inverse cosine of the array elements in Python

AmitDiwan

AmitDiwan

Updated on 25-Feb-2022 06:15:46

167 Views

The arccos is a multivalued function: for each x there are infinitely many numbers z such that cos(z) = x. The convention is to return the angle z whose real part lies in [0, pi]. The inverse cos is also known as acos or cos^-1.For real-valued input data types, arccos ... Read More

Compute the determinant of a Two-Dimensional array in linear algebra in Python

AmitDiwan

AmitDiwan

Updated on 25-Feb-2022 06:12:59

273 Views

To compute the determinant of a 2D array in linear algebra, use the np.linalg.det() in Python Numpy. The 1st parameter, a is the input array to compute determinants for. The method returns the determinant of a.StepsAt first, import the required libraries-import numpy as npCreate an array −arr = np.array([[ 5, ... Read More

Get the Trigonometric inverse cosine in Python

AmitDiwan

AmitDiwan

Updated on 25-Feb-2022 06:10:38

4K+ Views

The arccos is a multivalued function: for each x there are infinitely many numbers z such that cos(z) = x. The convention is to return the angle z whose real part lies in [0, pi]. For real-valued input data types, arccos always returns real output. For each value that cannot ... Read More

Compute the determinant of an array in linear algebra in Python

AmitDiwan

AmitDiwan

Updated on 25-Feb-2022 06:10:14

170 Views

To Compute the determinant of an array in linear algebra, use the np.linalg.det() in Python Numpy. The 1st parameter, a is the input array to compute determinants for. The method returns the determinant.StepsAt first, import the required libraries -import numpy as npCreate an array −arr = np.array([[ 5, 10], [12, ... Read More

Compute the condition number of a matrix in linear algebra using negative 2 norm in Python

AmitDiwan

AmitDiwan

Updated on 25-Feb-2022 06:07:17

120 Views

To compute the condition number of a matrix in linear algebra, use the numpy.linalg.cond() method in Python. This method is capable of returning the condition number using one of seven different norms, depending on the value of p. Returns the condition number of the matrix. May be infinite.The condition number ... Read More

Return True if first argument is a typecode lower/equal in type hierarchy in Python

AmitDiwan

AmitDiwan

Updated on 25-Feb-2022 06:07:05

80 Views

To return True if first argument is a typecode lower/equal in type hierarchy, use the numpy.issubdtype() method in Python Numpy. The parameters are the dtype or object coercible to oneStepsAt first, import the required library −import numpy as npUsing the issubdtype() method in Numpy −print("Result...", np.issubdtype(np.float64, np.float32)) print("Result...", np.issubdtype(np.float64, np.floating)) ... Read More

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