AmitDiwan has Published 11365 Articles

Return the cumulative product treating NaNs as one but change the type of result in Python

AmitDiwan

AmitDiwan

Updated on 02-Mar-2022 08:00:29

87 Views

To return the cumulative product of array elements over a given axis treating NaNs as one, use the nancumprod() method. The cumulative product does not change when NaNs are encountered and leading NaNs are replaced by ones. Ones are returned for slices that are all-NaN or empty.The method returns a ... Read More

Return the cumulative product of array elements over axis 1 treating NaNs as one in Python

AmitDiwan

AmitDiwan

Updated on 02-Mar-2022 07:55:22

67 Views

To return the cumulative product of array elements over a given axis treating NaNs as one, use the nancumprod() method. The cumulative product does not change when NaNs are encountered and leading NaNs are replaced by ones. Ones are returned for slices that are all-NaN or empty. The method returns ... Read More

Compute the tensor dot product for arrays with different dimensions in Python

AmitDiwan

AmitDiwan

Updated on 02-Mar-2022 07:51:46

493 Views

Given two tensors, a and b, and an array_like object containing two array_like objects, (a_axes, b_axes), sum the products of a’s and b’s elements (components) over the axes specified by a_axes and b_axes. The third argument can be a single non-negative integer_like scalar, N; if it is such, then the ... Read More

Compute the tensor dot product in Python

AmitDiwan

AmitDiwan

Updated on 02-Mar-2022 07:48:50

1K+ Views

Given two tensors, a and b, and an array_like object containing two array_like objects, (a_axes, b_axes), sum the products of a’s and b’s elements (components) over the axes specified by a_axes and b_axes. The third argument can be a single non-negative integer_like scalar, N; if it is such, then the ... Read More

Get the Inner product of a One-Dimensional and a Two-Dimensional array in Python

AmitDiwan

AmitDiwan

Updated on 02-Mar-2022 07:45:17

246 Views

To get the Inner product of two arrays, use the numpy.inner() method in Python. Ordinary inner product of vectors for 1-D arrays, in higher dimensions a sum product over the last axes. The parameters are 1 and b, two vectors. If a and b are nonscalar, their last dimensions must ... Read More

Get the Outer product of an array and a scalar in Python

AmitDiwan

AmitDiwan

Updated on 02-Mar-2022 07:42:21

144 Views

To get the Outer product of an array and a scalar, use the numpy.outer() method in Python. The 1st parameter a is the first input vector. Input is flattened if not already 1-dimensional. The 2nd parameter b is the second input vector. Input is flattened if not already 1-dimensional. The ... Read More

Get the Outer Product of an array with vector of letters in Python

AmitDiwan

AmitDiwan

Updated on 02-Mar-2022 07:40:12

85 Views

Given two vectors, a = [a0, a1, ..., aM] and b = [b0, b1, ..., bN], the outer product is −[[a0*b0 a0*b1 ... a0*bN ] [a1*b0 . [ ... . [aM*b0 aM*bN ]]To get the Outer product of an array with vector of letters, use the ... Read More

Make a grid for computing a Mandelbrot set with outer product in Python

AmitDiwan

AmitDiwan

Updated on 02-Mar-2022 07:37:15

145 Views

Given two vectors, a = [a0, a1, ..., aM] and b = [b0, b1, ..., bN], the outer product [1] is −[[a0*b0 a0*b1 ... a0*bN ] [a1*b0 . [ ... . [aM*b0 aM*bN ]]To get the Outer product of two arrays, use the numpy.outer() method in Python. ... Read More

Get the Outer product of two One-Dimensional arrays in Python

AmitDiwan

AmitDiwan

Updated on 02-Mar-2022 07:35:05

326 Views

To get the Outer product of two One-Dimensional arrays, use the numpy.outer() method in Python. The 1st parameter a is the first input vector. Input is flattened if not already 1-dimensional. The 2nd parameter b is the second input vector. Input is flattened if not already 1-dimensional. The 3rd parameter ... Read More

Get the Outer product of two multidimensional arrays in Python

AmitDiwan

AmitDiwan

Updated on 02-Mar-2022 07:32:41

439 Views

To get the Outer product of two multi-dimensional arrays, use the numpy.outer() method in Python. The 1st parameter a is the first input vector. Input is flattened if not already 1-dimensional. The 2nd parameter b is the second input vector. Input is flattened if not already 1-dimensional. The 3rd parameter ... Read More

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