Essays about: "code smells"
Showing result 1 - 5 of 12 essays containing the words code smells.
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1. MLpylint: Automating the Identification of Machine Learning-Specific Code Smells
University essay from Blekinge Tekniska Högskola/Institutionen för programvaruteknikAbstract : Background. Machine learning (ML) has rapidly grown in popularity, becoming a vital part of many industries. This swift expansion has brought about new challenges to technical debt, maintainability and the general software quality of ML systems. READ MORE
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2. Analysis of Code Smells and Anomalies in Modern Web Software
University essay from Blekinge Tekniska Högskola/Institutionen för programvaruteknikAbstract : Code anomalies, also known as code smells, are any characteristics in software code that indicate amore severe problem exists deep in the code. These anomalies do not always prevent a system fromfunctioning, but they can restrict development and increase the difficulty of maintaining the software. READ MORE
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3. Code smells in machine learning pipelines: an MSR sample study
University essay from Göteborgs universitet/Institutionen för data- och informationsteknikAbstract : As technical debt in software engineering projects continues to negatively impact the development process, this study focuses on technical debt in form of code smells in machine learning pipelines and in code written by data scientists. This study contributes to the body of knowledge on technical debt as it tries to quantify the assumption in the literature that scientists without a software engineering background struggle with software engineering’s best practices when writing code. READ MORE
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4. Non-deterministic tests and where to find them : Empirically investigating the relationship between flaky tests and test smells by examining test order dependency
University essay from Linköpings universitet/Institutionen för datavetenskapAbstract : Flaky tests are non-deterministic tests that both pass and fail when no new code changes have been introduced to the code under test. This is a widespread problem for the Continuous Integration community where the underlying idea is that code is only integrated if all test cases pass. READ MORE
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5. Clean Code in Practice : Developers´ perception of clean code
University essay from Blekinge Tekniska Högskola/Institutionen för programvaruteknikAbstract : Context. There is a need for developers to write clean code and code that adheres to a high-quality standard. We need developers not to introduce technical debt and code smells to the code. READ MORE