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325
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ShareScore release 0.9.0
Dataset results
325 results for “network structure”
Structure classification of glass-forming liquids by graph neural networks: Explaining predictions with the Self-Attention mechanism
<p>This repository includes the dataset and Python scripts used in the article, "Structure classification of glass-forming liquids by graph neural networks: Explaining predictions with the Self-Attention mechanism". The repository also includes source data of figures in the article.</p>
Thymic epithelial cells induce formation of mesenchymal network structure after abrogation of thymic crosstalk
GEO Series GSE60520. Mus musculus. 2 samples. Type: Expression profiling by high throughput sequencing.
Quantitative analyses of structure-function heterogeneity of individual mitochondrial components reveal an early role of small-mitochondrial-networks in priming neoplastic transformation
GEO Series GSE285728. Homo sapiens. 3 samples. Type: Expression profiling by high throughput sequencing.
Data and Script for Network nestedness in primates: a structural constraint or a biological advantage of social complexity?
Open the record for dataset details and reuse information.
unarXive: All arXiv Publications Pre-Processed for NLP, Including Structured Full-Text and Citation Network (full)
<h2><strong>Description</strong></h2><p>unarXive is a scholarly data set containing publications' structured full-text, annotated in-text citations, linked non-text content (mathematical notation, figure/table captions) and a citation network.</p><p>The data is generated from all LaTeX sources on <a href="https://arxiv.org/">arXiv</a> and therefore of higher quality than data generated from PDF files.</p><p>Typical uses are</p><ul><li>Training of ML models (citation recommendation, summarization, LLMs)</li><li>Citation context analysis</li><li>Bibliographic analyses</li></ul><h2><strong>Access</strong></h2><p>┏━━━━━━━━━━━━━━━━━━━━━━━━━━┓<br>┃ <a href="https://github.com/IllDepence/unarXive/raw/master/doc/unarXive_data_sample.tar.gz"><strong>D O W N L O A D S A M P L E</strong></a> ┃<br>┗━━━━━━━━━━━━━━━━━━━━━━━━━━┛</p><p>To download the whole data set send an access request and note the following:</p><blockquote><p><strong>Note</strong>: this Zenodo record is the "full" version of unarXive, which was generated from all of arXiv.org <i>including non-permissively licensed papers</i>. Make sure that your use of the data is compliant with the paper's licensing terms.¹<br>Alternatively you can use the <a href="https://doi.org/10.5281/zenodo.7752615">unarXive open subset</a>.</p><p>¹ For information on papers' licenses use <a href="https://info.arxiv.org/help/bulk_data/index.html">arXiv's bulk metadata access</a>.</p></blockquote><p>The code for generating the data set is <a href="https://github.com/IllDepence/unarXive">publicly available</a>.</p>
ScienceDex guides
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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
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.