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5 results for “source code comprehension”
VulnMiner: A Comprehensive Framework for Vulnerability Collection from C/C++ Source Code Projects
<p>In this repository, we present an initial release of the VulnMiner vulnerability dataset, curated from prevalent projects and annotated with vulnerable and benign instances. This dataset incorporates projects with vulnerabilities labeled as Common Weakness Enumeration (CWE) categories. The developed open-source extraction tool collects vulnerability data utilizing static security analyzers. The study also fosters the machine learning (ML) and natural language processing (NLP) model's effectiveness in accurately classifying vulnerabilities, evidenced by its identification of numerous weaknesses in open-source projects.</p>
Model source code, modified model code, and all scripts of the paper "A comprehensive estimate of the anthropogenic aerosol radiative effects using the GAMIL model with reduced complexity".
<p>Model source code, modified model code, and all scripts of the paper "A comprehensive estimate of the anthropogenic aerosol radiative effects using the GAMIL model with reduced complexity".</p>
Model source code, simulation results, and all scripts for the paper "A comprehensive estimate of the anthropogenic aerosol radiative effects using the GAMIL model with reduced complexity".
<p>FigureTable_Scripts.rar is NCL scripts used for figures and tables. <br> Model_Scripts.rar is the modified model code and scripts used for running model.<br> models.rar is the GAMIL model source code.<br> ModelResults.rar is the model results. Note that only the variables used for making plots.</p>
DATASET - On the Investigation of Empirical Contradictions - Aggregated Results of Local Studies on Readability and Comprehensibility of Source Code
<p>Study package containing raw and analyzed data from the work entitled "On the Investigation of Empirical Contradictions - Aggregated Results of Local Studies on Readability and Comprehensibility of Source Code".</p> <p>The package comprises: 1) a summary of the information extracted from all papers mentioned in the Background; 2) the source code snippets used in the three studies; 3) the consent and characterization forms distributed to the participants; 4) the raw data, the aggregated data and other material generated with the collected data.</p>
Impermanent Identifiers: Enhanced Source Code Comprehension and Refactoring
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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.