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General ML benchmarks, tabular data, AutoML, recommendation systems, anomaly detection, evaluation suites
193,236 datasets
A vector cached basemap compiled from commonly used public datasets provided by the Government of the Northwest Territories and the Government of Canada. The data has been rendered across multiple scales, from 1:25,000,000 down to 1:1,000. It was last updated on July 8, 2026, and is available in ESRI REST format under the OGL-CA-2.0 license.
The CassavaStore project collected and simulated images to analyze storage root development in cassava. Data includes analyzed images of real cassava roots acquired in a video box and simulated virtual root model images used for validation. The project was a collaboration between Forschungszentrum Jülich in Germany and institutions in Thailand.
A mid-scale vector polygon dataset provides the official administrative outline of Northern Ireland. The data is published for open use under the LPS Open Government Data Licence and is available in multiple geospatial formats. Its primary use is for mapping and spatial analysis requiring the national boundary.
OSNI Open Data provides a mid-scale vector polygon dataset depicting Ward boundaries in Northern Ireland as they were set in 1993. The dataset is published for open data use under the LPS Open Government Data Licence. It is available in multiple geospatial formats, including ESRI Shapefile, GeoJSON, and KML, and is accessible via API for use in desktop and web mapping applications.
Northern Ireland's 1993 Ward boundaries are defined in this mid-scale vector polygon dataset. It is published for open data use under the LPS Open Government Data Licence. The data is suitable for desktop and web mapping applications, though direct browser access to the Esri REST API is not supported.
OSNI Open Data provides a mid-scale vector polygon dataset representing the administrative outline of Northern Ireland. The dataset is published under an open government license and is available in multiple geospatial formats including ESRI Shapefile, GeoJSON, and KML. It is intended for use in desktop and web mapping applications.
OSNI Open Data provides a mid-scale vector polygon dataset of Ward boundaries for Northern Ireland as they were defined in 1993. The dataset is published under an open government license and is available in multiple geospatial formats, including ESRI Shapefile, GeoJSON, and KML. Its primary use is for mapping and spatial analysis related to historical administrative geography.
OSNI 50k DEAs represent the District Electoral Area boundaries for Northern Ireland as they were in 1993. This geospatial dataset is published as open data under the LPS Open Government Data Licence. The data is available in multiple formats, including ESRI Shapefile, GeoJSON, and KML, for use in desktop and web mapping applications.
Leeds City Council provides a dataset of licence applications for venues seeking approval to host weddings. The data is published in XML format under the Open Government Licence (OGL-UK-3.0). Its cross-platform presence on UK and EU open data portals indicates its status as a public government record.
Leeds City Council provides a record of charitable societies registered to conduct small lotteries, such as raffles. The data is available under the Open Government Licence and is published in XML format. Its cross-platform presence on UK and EU open data portals indicates its relevance for regulatory transparency.
BioSR+ extends the BioSR dataset with image pairs for five distinct subcellular structures: CCPs, ER, MTs, F-actin, and Myosin-IIA. Each region of interest includes eight different signal levels, providing a controlled benchmark for super-resolution algorithm development. The dataset is associated with peer-reviewed publications in Nature Methods and Nature Biotechnology.
Data from core and grab samples of marine sediments collected around Casey station and Windmill Islands between 1997 and 2014. Samples were taken in multiple summer seasons and one winter, using a spatially nested design across 19 locations, sites, and plots. The data is structured as an Excel spreadsheet with samples as rows and species as columns, with GPS coordinates provided separately.
Two studies by Frank de Wit of Leiden University investigate how relationship conflict influences the effect of task conflict on group decision-making. The research hypothesizes and finds that misattribution of task conflict as relationship conflict, and the actual presence of relationship conflict, increases rigidity in holding suboptimal preferences. The effect on decision-making is attributed to biased use of available information.
Skin conductance response measurements from 61 healthy participants aged 25.7 +/- 4.5 years. The data captures responses to 45 neutral IAPS pictures presented for 1 second each, while participants listened to regular or random distractor sounds. The dataset was created by Dominik R. Bach at University College London, based on the methodology described in Bach et al. (2015).
Jointly optimised energy system model networks aim to minimise total system costs under a 95% CO2 emissions reduction constraint compared to 1990 levels. The dataset, authored by Martha Frysztacki of Karlsruhe Institute of Technology, varies spatial resolution and transmission line expansion volumes to research their impact on the optimisation process. Results indicate transmission network bottlenecks can raise system costs by up to 19%, while higher resource availability mitigates the increase by only 6.5%.
Marine benthic invertebrate data was collected over two decades as part of the Clean Seas Environment Monitoring Programme (CSEMP). The British Oceanographic Data Centre (BODC) holds submissions from 1990 to 2011, focusing exclusively on England. Environment Agency copyright and/or database rights apply from 2015.
Kyle Hayden from Columbia University provides supplementary calculations for a paper on exotic ribbon disks and symplectic surfaces. The dataset includes results from SnapPy software for isometry groups of hyperbolic 3-manifolds and knot invariants computed via the HFK Calculator. All supporting software is publicly available and cited in the original paper.
Chih-Wei Joshua Liu from the Massachusetts Institute of Technology provides data and results for the paper 'Measuring irreversibility from learned representations of biological patterns'. The archive includes raw data from CGL simulations and Rho-GTPase experiments, along with results from FVAE model training. Additional data and results are included for analyses related to a specific figure.
Applications for property registration in the 2020-2021 financial year are counted by county, with a distinctive feature being that single applications spanning multiple counties are counted in each relevant county. This dataset likely contains counts of completed registration applications, providing a measure of land registry workload and property transaction activity. Its cross-platform presence on UK and EU open data portals signals its importance as an official administrative record.
Five identical half-scale unreinforced masonry walls were tested up to failure under quasi-static cyclic loading. The deformations of each wall were tracked using a digital photogrammetric system monitoring 312 points per test unit. The dataset was created by Sarah Petry at École Polytechnique Fédérale de Lausanne.