The Journal of Open Source Software · 2022 · 12 citations · 7 references
Life SciencesBioinformaticsBiologyComputational BiologyGenomic Data AnalysisSequence AnalysisComputational GenomicsLibrary ConstructionCode Quality ImprovementErgonomic AccessibilitySoftware Quality AttributesSoftware Quality Measurement
Bioinformaticians often do not have software engineering training or background, and software quality is not the top priority of research groups due to limited time and funding Additionally, one-off scripts or code is frequently written to perform a specific task instead of reusing existing code. This could be because the pre-existing computer programming code is either not well written, not widely available, insufficiently documented, inefficient, or not general enough. This practice leads to lower quality and non-reusable code. As bioinformatics analyses are increasingly complex and deal with ever more data, high quality code is needed to handle the complexities of the analyses reliably and productively. The solution to this is well designed and documented libraries. For example, SeqAn Not all programmers are well versed in C++, so for users of widely used and accessible higher level programming languages such as Python, Biopython (Cock et al., 2009) is available as a set of Python modules with implementations of commonly needed algorithms. Here, we present the btllib library as an addition to this ecosystem with the goal of providing highly efficient, scalable, and ergonomic implementations of bioinformatics algorithms and data structures.
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ntHash: recursive nucleotide hashing
Hamid Mohamadi, Justin Chu, Benjamin P. Vandervalk et al. · Bioinformatics · 2016 · 98 citations · Full text
LongStitch: high-quality genome assembly correction and scaffolding using long reads
Lauren Coombe, Janet X. Li, Theodora Lo et al. · BMC Bioinformatics · 2021 · 81 citations · Full text
ntJoin: Fast and lightweight assembly-guided scaffolding using minimizer graphs
Lauren Coombe, Vladimir Nikolić, Justin Chu et al. · Bioinformatics · 2020 · 44 citations · Full text