Data Science and Operational Research are inter related . Actually Top Management team of most companies love Operation research techniques . These Operation research techniques helps them to take managerial decisions . This article will let you know about Top Python Library for Operational Research . Actually These python library will not help you only in doing operational research simplification but It will also help you in integrating them into your application as well .
Frankly speaking in my college days , I found Operational research use-cases very interesting. But the calculation part was my biggest head ache . But When I heard about these libraries , I was really relieved .
Python Library for Operational Research-
Before starting the list of Python Library for Operational Research , I would like to inform you something . Please Do not consider the ordering as any rank between them . if the operational research library coming at second place does not reflect that it is less efficient than the library which is mention at the first place .
Actually this CVXOPT is a optimization software and library . Here is the documentation of CVXOPT . I will recommend you to have a look into its official website .
Python base library for operational research with beautifully shows the application of dynamic programming in operation research field .Here is the complete documentation for prodyn .
How much I really speak about scipy , will always be less . One of the great scientific python framework so far . Scipy contains so many submodules . scipy.optimize is one of it . The best part of scipy.optimize is its popularity . Although the above mention libraries give you the most of the similar value but it is widely known . Hence you will get more error trace and solution on developer community for scipy.optimize .
This Operational library is mostly known for its Linear Problem simplification . Here is the complete link for documentation of PuLP. Please go throw it .
5. Others Operational Research Libraries :
As it happens in almost all of my articles , specially in “Top 5 list type” . I use this 5th place as bucket where I put others libraries . Actually these APIs/Libraries are unmatchable . Therefore I feel in justice if I put only one name of Operational research library .
5.1 – Ticdat
5.2 – PySCIPOpt
So how did you find this article – Top 5 Python Library for Operational Research ? By the way If you think you know some other operational research library in python which is not the part of the list , Please let us know . Basically these libraries is quite helpful in creating new operation research tool. Therefore It is helpful to integrate a new operational research function /feature into existing product ( Data Science and Non Data science )as well . Obviously if you are not creating tool , just you want to do some operation on this technique available tool are the best to use . For example if you want to eat ice cream , you simply go out and purchase it . You do not buy the complete infrastructure and manufacture it .
Data Science Learner Team
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