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datasets available to search
ShareScore release 0.9.0
Dataset results
3 results for “gradient boosting”
North Atlantic Ocean Drifter Dataset for Multivariate Probabilistic Regression with Natural Gradient Boosting
<p>Dataset created for Multivariate Probabilistic Regression with Natural Gradient Boosting application section. Supplied for replication. Variables in the dataset:</p> <ul> <li>Tx, Ty, Wx, Wy: Wind Stress (Pa) (T), Wind Speed (m/s) (W) in the longitudinal (x) and latitudinal (y) directions.</li> <li>u_av, v_av: surface geostrophic sea water velocity (m/s) longitudinal and latitudinal respectively.</li> <li>lon,lat: The longitude (-180,180) and latitude (-90,90) of the drifters.</li> <li>t: day of year (0,366).</li> <li>u, v: The velocities of the drifters (m/s).</li> </ul> <p>Note u, v, Tx, Ty, Wx, Wy are all filtered as described in the papers supplemental information.</p> <p>If used the following must be acknowledged or cited appropriately. You must follows the terms of the use of the following sources:</p> <p>The Global Drifter Program</p> <p>https://www.aoml.noaa.gov/phod/gdp/interpolated/data/all.php</p> <p>(lon, lat, u, v)</p> <p>CMEMS datasets which are interpolated to the drifter locations:</p> <p>1. GLOBAL OCEAN GRIDDED L4 SEA SURFACE HEIGHTS AND DERIVED VARIABLES REPROCESSED (COPERNICUS CLIMATE SERVICE) https://resources.marine.copernicus.eu/product-detail/SEALEVEL_GLO_PHY_CLIMATE_L4_REP_OBSERVATIONS_008_057/INFORMATION<br> (u_av, v_av)</p> <p>2. Global Ocean Wind L4 Reprocessed 6 hourly Observations https://resources.marine.copernicus.eu/product-detail/WIND_GLO_WIND_L4_REP_OBSERVATIONS_012_006/INFORMATION (Wx, Wy, Tx, Ty)<br> <br> <br> <strong>Note</strong> this dataset will not be regularly updated. Any changes in the source products will not be brought into this dataset.</p>
Plasmid database (Gradient Boosting model construction)
<p>Plasmid database used for the training and testing of the Gradient Boosting model. Plasmids present in the samples used for this step were removed from the database.</p>
Gradient Boosting Dataset
<p>Dataset of the samples used for the Gradient Boosting model construction. Each folder contains the original fasta file of the genome, the assigned coverage of each molecule and the synthetic reads used to reconstruct the genome.</p>
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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.