Statistical Functions

Statistical Functions Numpy has many useful statistical functions for calculating mean, minimum across any axis, variances etc. 1.) Order Statistics   a.) Numpy.amin(): Returns the minimum across any axis.   b.)…

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Mathematical Functions

Mathematical Functions 1. Trigonometric Functions A.) sin: Trigonometric sine elementwise. It has input an angle which is in radians(2*pie rad = 360 degrees). It has some similar functions to calculate cosine,…

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Binary Operators

Binary Operators Here are some functions in Numpy to perform binary operations. We will discuss them through example too. 1. bitwise_and: It basically performs AND operation between numbers for each…

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Array Manipulation

Array Manipulation Array manipulation has some routines for performing the operations on array-like reshaping, transpose. etc. Let's discuss some usable and important routines. Let's start. 1. Changing array shape A.)Reshape(a,…

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Iterating over arrays

Iterating Over Array Numpy package contains an iterator object Numpy.nditer. It is an efficient multi-dimensional iterator object using which it is possible to iterate over an array. Each element of…

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Indexing and Slicing

Indexing and Slicing Array indexing refers to any use of the square brackets ([]) to index array values. There are many options to indexing, which give Numpy indexing great power.…

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Array Creation

Array Creation There are 5 general mechanisms for creating Numpy arrays are: 1. Conversion from other Python structures (e.g. lists, tuples). 2. Intrinsic Numpy array creation objects (e.g. arange, ones,…

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Array Attributes

Array Attributes There are some important attributes we are going to discuss over here. Just don't confuse or muddle up with some, as some of them almost have similar functions.…

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Data Types

Numpy is supporting a large number of data types than python does. Let's see the data types with examples: bool_ - It will store boolean values(True or False). int_ -…

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Ndarray Object

Ndarray Object To start with this Numpy tutorial, we you need to have the basic idea of python syntax. So, if you don't have this prerequisite then go for Python…

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