Category: numpy
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…
Creating an array filled with ones in Python NumPy : np.ones
NumPy’s np.ones is a function used to create a NumPy array filled with ones. Similar to np.zeros, this function is…
Creating an array filled with zeros in Python NumPy : np.zeros
NumPy’s np.zeros is a function used to create a NumPy array filled with zeros. This function is particularly useful when…
NumPy Arrays : Understanding and using NumPy arrays with real-world examples
NumPy, short for “Numerical Python,” is a fundamental library for scientific computing in Python. One of its core features is…
Getting total number of elements in a NumPy array using Python NumPy’s np.ndarray.size
In NumPy, np.ndarray.size is an attribute that provides information about the total number of elements in a NumPy array. It…
Dividing an array vertically along rows, creating multiple smaller arrays using NumPy’s np.vsplit
np.vsplit is one such function that allows you to divide an array vertically along rows, creating multiple smaller arrays. It…
