Search Results for "essential"
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Showing 3 open source projects for "essential"
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Symfony PropertyInfo
Extracts information about PHP class' properties using metadata
Symfony PropertyInfo is a component that extracts information about the properties of PHP classes, such as their names, types, visibility, and documentation. It is particularly useful in scenarios like serialization, form generation, and validation, where understanding the structure of an object is essential. PropertyInfo can fetch data from PHPDoc annotations, reflection, and type hints, offering flexible integration with Symfony and other systems. -
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PySchool
Installable / Portable Python Distribution for Everyone.
PySchool is a free and open-source Python distribution intended primarily for students who learn Python and data analysis, but it can also used by scientists, engineering, and data scientists. It includes more than 150 Python packages (full edition) including numpy, pandas, scipy, sympy, keras, scikit-learn, matplotlib, seaborn, beautifulsoup4... -
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Software quality assurance is essential in genomic medicine. Nonetheless there is currently no systematic evaluation of existing computational tools used for whole genome or whole exome sequencing data analysis. We developed a Metamorphic Testing tool that tests three widely used short-read alignment programs (BWA, Bowtie and Bowtie2) in order to systematically evaluate their performance.
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