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Dataset results
10 results for “Software libraries”
Matrix multiplication software and results bundle for paper "Tuning and optimization for a variety of many-core architectures without changing a single line of implementation code using the Alpaka library" for P^3MA submission
<p>This is the archive containing the matrix multiplication software and the results of the publication "<em>Tuning and optimization for a variety of many-core architectures without changing a single line of implementation code using the Alpaka library</em>" submitted to the P^3MA workshop 2017.</p> <p><strong>The archive has the following content:</strong></p> <ul> <li>Source code for the (tiled) matrix multiplication in "src": <ul> <li>regular version in "src/matmul": <ul> <li>Remote: https://github.com/theZiz/matmul.git (copy will be removed)</li> <li>Branch: topic-compatible-alpaka-0-1-0</li> <li>Commit: a63ba4810d6bfcca62c68dd57408af15028e78a3</li> </ul> </li> <li>forked version for XL in "src/matmul": <ul> <li>Remote: https://github.com/theZiz/matmul.git (copy will be removed)</li> <li>Branch: topic-xl-workaround</li> <li>Commit: 1fee028eccb8cf7b677e8071233e08aa9f81846a</li> </ul> </li> </ul> </li> <li>The compiled binaries and the results of the tuning and scaling runs are in "runs" in sub folders for each type of run and architectures.</li> </ul>
Reference libraries for execute the Annopipe software
<p>Libraries needed to run the software ANNOPIPE, available in the following link:</p> <p>https://github.com/celiosantosjr/annopipe</p>
Import2vec - Learning Embeddings for Software Libraries
<p>Supplemental material to the MSR 2019 submission, containing a Jupyter Notebook to reproduce some of the results of the evaluation section, as well as trained vectors in multiple dimensions for the Java, JS and Python ecosystems.</p> <p>For a live demo of a contextual search engine built on import2vec, please visit <a href="https://www.code-compass.com/">https://www.code-compass.com</a>.</p>
The Decision-Making Process Behind Software Library Adoption
<p>Dataset supporting journal publication "The Decision-Making Process Behind Software Library Adoption".</p>
Accuracy of de novo assembly of DNA sequences from double‐digest libraries varies substantially among software
Open the record for dataset details and reuse information.
Bridging the Language Gap: An Empirical Study of Bindings for Open Source Machine Learning Libraries in Software Package Ecosystems
<p>Replication package for the paper "Bridging the Language Gap: An Empirical Study of Bindings for Open Source Machine Learning Libraries in Software Package Ecosystems "</p>
Giving Back: Contributions Congruent to Library Dependency Changes in a Software Ecosystem
<p>Abstract: </p> <p>Widespread adoption of third-party libraries for contemporary software development has led to the creation of large inter-dependency networks, where sustainability issues of a single library can have widespread network effects. Maintainers of these libraries are often overworked, relying on the contributions of volunteers to sustain these libraries. To understand these contributions, in this work, we leverage socio-technical techniques to introduce and formalise dependency-contribution congruence (DC congruence) at both ecosystem and library level, i.e., to understand the degree and origins of contributions congruent to dependency changes, analyze whether they contribute to library dormancy (i.e., a lack of activity), and investigate similarities between these congruent contributions compared to typical contributions. We conduct a large-scale empirical study to measure the DC congruence for the NPM ecosystem using 1.7 million issues, 970 thousand pull requests (PR), and over 5.3 million commits belonging to 107,242 NPM libraries. We find that the most congruent contributions originate from contributors who can only submit (not commit) to both a client and library.<br> At the project level, we find that DC congruence shares an inverse relationship with the likelihood that a library becomes dormant, i.e., the lower the DC congruence, the more likely the project becomes dormant. Finally, by comparing source code of contributions, we find statistical differences in file path and added lines in source code of congruent contributions when compared to typical contributions. Our work has implications to encourage and sustain dependency change congruent contributions, especially to support library maintainers in sustaining their projects.</p> <p>Data Description:</p> <p>Datasets and source code related to (a) the ecosystem-level and package-level DC congruence results, (b) the metric data for our survival model analysis, and (c) the file path and source code similarities between contribution types.</p> <p>For each folder, it includes a text file to describe file details.</p>
How do developers use Code Snippets in README files? Analyzing between Python Software Development and Scientific Libraries
<p>README files contain crucial information for clients to effectively use the software.<br> However, we sometimes found that developers either present insufficient content or leave the README files empty.<br> Recent works suggest that, in popular repositories, developers tend to present more code snippets in their README files.<br> In this study, we investigate how developers present code snippets in 10,784 README files of PyPI libraries in terms of (i) the types of code snippets and (ii) the sections where code snippets are presented.<br> Our results indicate the prevalence of types of code snippets in various sections across different types of libraries.</p>
Input files for test programs using the PDFI_SS software library
<p>These input files are used by the test programs, described in section 9 of the paper arXiv 1219.08301.</p>
ARC Code TI: CFD Utility Software Library
The CFD Utility Software Library consists of nearly 30 libraries of Fortran 90 and 77 subroutines and almost 100 applications built on those libraries. Many of the utilities apply to multiblock structured grids and flow solutions, but numerous other reusable modules in such categories as interpolation, optimization, quadrature, rapid searching, and character manipulation appear from several decades of software development in the Aerodynamics Division and Space Technology Division at NASA Ames Research Center.
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Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.