NumPy Archives - shbytes.com

numpy.meshgrid() Function – Generate Coordinate Matrices in NumPy

In Python, numpy.meshgrid() is a useful function from the NumPy library. It is particularly useful for generating 2-Dimensional coordinate grids (or matrices) from two 1-Dimensional arrays representing the x-axes and…

04.NumPy Matrix

Create Matrix in NumPy | Identity Matrix and Diagonal Matrix using numpy.eye() & numpy.diag() Functions

A NumPy matrix is a 2-D array, a rectangular grid of numbers organized in rows and columns. In NumPy, the matrix class is a specialized 2-D ndarray object, and it…

04.NumPy Matrix

Introduction to NumPy Matrix | NumPy Array vs NumPy Matrix

NumPy (Numerical Python) is a popular Python library used for numerical and scientific computing. It provides a powerful N-dimensional array object called ndarray, which can be used to store and…

02.NumPy Arrays Introduction

NumPy Array Attributes | ndarray Attributes (with Example Programs)

NumPy (Numerical Python) is a powerful library for numerical computing in Python. It provides support for large multidimensional arrays and matrices, and it also provides a collection of mathematical functions…

03.Create NumPy Arrays

np.logspace(): Create Array of Evenly Spaced Numbers on Logarithmic Scale (with Example Programs)

NumPy is a powerful Python library for numerical computing, and np.logspace() is one of the powerful function to create array of evenly spaced numbers on logarithmic scale. In previous tutorials,…

03.Create NumPy Arrays

np.linspace(): Create Arrays with Evenly Spaced Numbers in NumPy (with Example Programs)

NumPy is a powerful Python library for numerical computing, and np.linspace() is one of the most useful functions for generating arrays of evenly spaced values within a specified range. In…

03.Create NumPy Arrays

numpy.arange(): Create Array of Evenly Spaced Numbers within a Range (with Example Programs)

NumPy library provides various functions to create arrays with evenly spaced numbers within range. In previous tutorials, we learned about Key Features of NumPy Arrays in Python. In this tutorial, we…

03.Create NumPy Arrays

Create Arrays with Predefined Values using np.zeros(), np.ones(), np.full() and np.empty()

Create Arrays with Predefined Values NumPy library provides various functions to create arrays with predefined values. While creating an array, these NumPy functions helps to initialize the arrays with initial…

03.Create NumPy Arrays

numpy.array(): Create NumPy Arrays using Lists, Tuples and Arrays (with Example Programs)

02.NumPy Arrays Introduction

NumPy Array in Python: First Step into Numerical Python

NumPy array in Python are basic entities for numerical computations. They originate from the NumPy library, an essential package in Python for scientific computing. A NumPy array also termed as…