Volume 16, No 1, 2019

Effectiveness Of Python Libraries In Machine Learning: A Review


Harbhajan Singh , Vijay Dhir

Abstract

Python is a scriptable and interpreted language that is used for developing solutions to real-world issues as well as to grasp conceptual ideas for learners. It was created by Guido van Rossum. The key characteristics of Python includes simple to learn, freeware, open source and a high level programming language. It is also portable, loosely typed, procedural as well as object-oriented and embedded. Additionally, Python has a sizable collection of comprehensive standard libraries that are expandable. In this paper, we will explore the usefulness and performance of python libraries especially used for machine learning. This paper begins with the brief introduction of machine learning and Python programming language. In the next part, review of those python libraries which are particularly designed to perform machine learning tasks, are performed thoroughly followed by the conclusion of this paper.


Pages: 293-302

Keywords: Python, machine learning, big data, Python libraries.

Full Text