Tag: Python
Getting information about the data type of elements in a NumPy array : NumPy’s np.ndarray.dtype
In NumPy, np.ndarray.dtype is an attribute that provides information about the data type of elements in a NumPy array. It…
How to get the information about the dimensionality of a NumPy array- Python : np.ndarray.ndim
In NumPy, np.ndarray.ndim is an attribute that provides information about the dimensionality of a NumPy array. It returns an integer…
Understanding the shape of NumPy Arrays: np.ndarray.shape Demystified
In NumPy, np.ndarray.shape is an attribute that provides information about the shape or dimensions of a NumPy array. It returns…
Dividing an array into multiple smaller arrays along a specified axis using NumPy’s np.split
np.split is one such function that allows you to divide an array into multiple smaller arrays along a specified axis….
Function used to horizontally stack or concatenate arrays along the width axis (axis 1) using Python NumPy’s np.hstack
np.hstack is a specific function that focuses on horizontally stacking arrays along the width axis, providing a straightforward way to…
Function used to vertically stack or concatenate arrays along the height axis (axis 0) using Python NumPy’s np.vstack
np.vstack is a specific function that focuses on stacking arrays vertically along the height axis, providing a straightforward way to…
Removing dimensions with size 1 from arrays using Python NumPy’s np.squeeze
np.squeeze is a versatile function that allows you to remove dimensions with size 1 from arrays, resulting in a cleaner…
Rearranging of array dimensions using Python NumPy’s np.transpose
One essential array manipulation function is np.transpose, which allows for the rearrangement of array dimensions to better suit specific data…
Creating grid-like arrays that are often required in various numerical and visualization tasks using Python NumPy’s np.meshgrid
np.meshgrid in NumPy This function is particularly useful for creating grid-like arrays that are often required in various numerical and…
Generating arrays with logarithmically spaced values : Python NumPy’s np.logspace
The functions in NumPy that’s particularly useful for generating arrays with logarithmically spaced values is np.logspace. What is np.logspace? np.logspace…
