In this tutorial, we will look at how to check if all the values in a numpy array are within a specified range with the help of some examples. How to check if array elements are within a range? You can use a combination of comparison operators, the & operator and the numpy all() function …
In this tutorial, we will look at how to check if a numpy array is 1d (one-dimensional), 2-d (two-dimensional), or a higher-dimensional array with some examples. How to get the dimensions of a numpy array? You can use a numpy array’s ndim property to get the number of dimensions in the array. For a 1d …
To check if all the values in a Numpy array are NaN or not, you can use a combination of the numpy.isnan() function and the all() function. The idea is to check if each value in the array is nan or not using numpy.isnan() which results in a boolean array and check if all the …
To check if all the values in a Numpy array are zero or not, you can use a combination of the equality operator == and the all() function. The idea is to compare the array with 0 using the == operator and check if all the values in the resulting boolean array are True or …
In this tutorial, we will check if a Numpy array has any duplicates or not with the help of some examples. A numpy array is said to have duplicates if one (or more) values in the array occur more than once in the array. For example, in the array, [1, 2, 2, 3, 4], the …
A numpy array is said to be monotonically decreasing if the subsequent values in the array are greater than or equal to the previous values. Methods to check if a numpy array is monotonically decreasing To check if a Numpy array is monotonically decreasing, you can use one of the following methods – Let’s now …
A numpy array is said to be monotonically increasing if the subsequent values in the array are greater than or equal to the previous values. Methods to check if a numpy array is monotonically increasing To check if a Numpy array is monotonically increasing, you can use one of the following methods – Let’s now …
In this tutorial, we will look at how to check if all the elements in a numpy array are equal or not with the help of some examples. There are a number of ways to check if a numpy array contains the same value or not – Let’s now look at the two methods with …
In this tutorial, we will look at how to check if a numpy array is sorted or not with the help of some examples. You can use the following methods to check if a numpy array is sorted (for example, in ascending order) or not – Let’s now look at the two methods with the …
In this tutorial, we will look at how to check if a given Numpy array is empty or not with the help of some examples. Steps to check whether an array is empty An array is said to be empty if it does not contain any value. There are a number of ways to check …