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How To Add Python Testing Tools Into Machine Learning Code: Testing NumPy

Testing your code is critical throughout the software development life cycle. If follows from this that selecting – and employing – the appropriate Python testing tools should be an essential part of writing high-quality code. Writing code tests and running them in parallel with the development of the actual core program is now considered best practice. Unfortunately, this kind of…
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How To Add Python Profiling Tools Into Machine Learning Code

Reducing code runtime is important for developers. Python Profilers, like cProfile, help us to find which part of the program or code takes more time to run. Whether you are using a Python GUI or the command line profiling is a huge help in tracking down code bottlenecks which impact performance. This article will walk you through the process of using the cProfile module for extracting…
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Learn To Build Python GUI For These Powerful REST Services

What is REST Architecture? REST stands for REpresentational State Transfer. REST is a web standards-based architecture and uses HTTP Protocol. It revolves around a resource where every component is a resource and a resource is accessed by a common interface using HTTP standard methods. REST was first introduced by Roy Fielding in 2000. The REST architectural style emphasizes the scalability…
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Learn Three Different Ways of Formatting String in Python!

In this post, we will learn three different ways of formatting string in Python as well as which one you should use. The old way In the beginning of Python, there was only one way to format strings – by using %s. Let’s an example: "Hello, %s" %s name %s serves as a placeholder for a value in name variable. More variable could be embedded by adding more %s in the string…
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