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Machine Learning

General ML benchmarks, tabular data, AutoML, recommendation systems, anomaly detection, evaluation suites

192,386 datasets

Machine Learning

Victorian Flood Extent Observations from October 2022 Event

Polygon features representing observed, derived, or estimated inundation extent for floods in Victoria, Australia. The data is prepared by the SCC Mapping Team for operational use and is based on sources including aerial photography, satellite imagery, and ground observers. It covers the October 2022 flood event and is licensed under CC-BY-4.0.

GeospatialSatellite ImageryVictoria AustraliaFlood ExtentDisaster Response+1

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Machine Learning

2021-2027 EU Programme Achievement Details for Multi-Fund Indicators

EU data on planned achievements for 2021-2027 programmes under funds including ERDF, ESF+, and the Cohesion Fund. The dataset provides baselines, milestones, and targets for output and result indicators, compiled by the Directorate-General for Regional and Urban Policy. From 2023, it is intended to include time series on reported cumulative amounts.

TabularTime SeriesCSVEu FundingProgramme IndicatorsRegional DevelopmentPolicy Performance+1

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Machine Learning

OSNI 1:1M Raster: Northern Ireland Natural Environment Basemap

Northern Ireland is covered by this 1:1,000,000 scale raster map depicting its natural environment, produced by the Ordnance Survey of Northern Ireland (OSNI). It is the smallest-scale raster product from OSNI, designed as a static image suitable for use as a background map in desktop and web applications. The dataset is published as open data under the Open Government Licence.

ImageGeospatialZIPJSONNatural EnvironmentRaster MapNorthern IrelandComputer VisionBasemapGeospatial RasterOpen Data+1

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Machine Learning

UK Civil Service Workforce Management Information on Staff Numbers and Paybill Costs

HM Land Registry provides monthly management information on staff numbers and paybill costs across UK Civil Service departments, agencies, and executive NDPBs. The data includes payroll and non-payroll staff, measured in full-time equivalents and headcount, with payroll costs broken down into salaries, allowances, and pension contributions. Staffing numbers are recorded as at the last day of each month, while cost information is for the reference month, with a baseline from the 2014/15 financial year.

TabularTime SeriesCSVExcelWorkforce ManagementBenchmarkPayrollStaffingFinancePublic SectorCivil Service+1

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Machine Learning

South Lakeland Brownfield Land Register for Housing Development

South Lakeland District Council maintains a register of previously developed land suitable for housing, as required by the UK government. The register provides up-to-date and consistent information on sites considered appropriate for residential development within the council's planning area outside national parks. It was last updated on 2026-07 08 13:31:00.904923 and is published under the OGL-UK-3.0 license.

TabularGeospatialCSVLand RegisterUrban PlanningHousing DevelopmentUk Local GovernmentBrownfield Land+1

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Machine Learning

In Situ Photoluminescence Images of Blade-Coated Perovskite Solar Cells

1,129 solar cells were fabricated and monitored using a photoluminescence imaging setup during the drying and crystallization of the perovskite layer. The dataset contains time-resolved image series across four spectral channels, cropped to 65x56 pixel patches of each cell's active area. Felix Laufer from the Karlsruhe Institute of Technology created this dataset to enable machine learning for process understanding and performance prediction.

ImageTime SeriesPhotoluminescence ImagingPerovskite PhotovoltaicsComputer VisionTime Series ImagingSolar Cell FabricationMaterials Science+1

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Machine Learning

Signal Enhancement for Magnetic Navigation Challenge Problem

A machine learning challenge problem from MIT aims to decouple aircraft and Earth magnetic signals for navigation. Baseline testing shows machine learning can extract the Earth's magnetic field from total field readings. The dataset likely contains magnetometer time-series data for training neural networks to perform this signal separation.

Time SeriesMachine Learning ChallengeMagnetic NavigationGeophysicsBenchmarkSignal Processing+1

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Machine Learning

Supervisory Control Simulation for Remote Manipulation Experiments

A computer simulation experiment investigating human supervisory control of a remote manipulator. The dataset likely contains results from tests on the effects of transmission delay, dynamic lag, and intermittent visual feedback on operator performance. The experiment was conducted by S. G. McCandlish at the Massachusetts Institute of Technology.

TabularHuman Robot InteractionSimulation ExperimentComputer VisionSupervisory ControlRemote Manipulation+1

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Machine Learning

ComPACT: Termination Analysis Tool Results for Program Verification

A replication package for the paper 'Termination Analysis without the Tears' by Shaowei Zhu of Princeton University. The data likely contains results from the ComPACT tool, which provides compositional and monotone conditional termination analyses. The paper investigates designing practical termination analyzers with useful behavioral guarantees, bridging algorithms with strong guarantees and widely applicable ones.

TabularComputer ScienceProgram TerminationFormal MethodsStatic Analysis+1

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Machine Learning

Warraberalgahl and Porumalgal IPA: 9 Island Boundaries from 2014

Nine islands, cays, and rocks comprising the Warraberalgahl and Porumalgal Indigenous Protected Area (IPA) in Australia. The IPA covers approximately 63 hectares and was officially declared on 18 July 2014. The Australian Ocean Data Network created this dataset by manually drawing polygons over Google Earth imagery using GPS coordinates.

GeospatialZIPMarine conservationIsland GeographyIndigenous Protected Area+1

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Machine Learning

Photoisomeric MTV Data for Poiseuille Flow with CCVJ

Experimental data for assessing the molecular rotor CCVJ in ethylene glycol for photoisomeric Molecular Tagging Velocimetry (MTV). The data is organized into six zip packages covering diffusion coefficient measurements, Poiseuille flow up to 720 seconds, and time constant determinations. It was created by Markus Johann Schmidt of ETH Zurich.

TabularPoiseuille FlowFluid dynamicsMolecular Tagging VelocimetryDiffusion CoefficientExperimental Data+1

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Machine Learning

Austrian Geodetic Triangulation Sheets for Map Classification

1048 triangulation sheets form a geodetic grid system for Austria. The system divides meridian strips into 15 longitudinal strips of 10,000 m width and transverse strips from the equator, also 10,000 m wide. The data, provided in ESRI SHAPE format, is published by Cooperation OGD Österreich and Wikimedia Österreich under a CC-BY-4.0 license.

GeospatialCartographyGeospatial GridLand SurveyTriangulationAustria+1

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Machine Learning

QAGOMA Gifts and Benefits Received or Given, Over $150 Value

Queensland Art Gallery and Gallery of Modern Art records of gifts and benefits received or given with a retail value exceeding $150. The dataset is published by the gallery's governance unit under a CC-BY-4.0 license. A note indicates no such gifts or benefits were recorded for Q1 2025-26 and Q3 2024-25.

TabularCSVGovernment TransparencyQueenslandArt GalleryPublic SectorGifts Benefits+1

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Machine Learning

Municipal Property Assessment Units for Rouyn-Noranda

Evaluation units from the graphic matrix of the City of Rouyn-Noranda. This geospatial dataset defines the city's property assessment parcels, likely containing cadastral boundaries and identifiers for municipal taxation and planning. It is available in multiple formats including CSV, GEOJSON, and ESRI REST.

TabularGeospatialZIPCSVCadastreBenchmarkRouyn NorandaMunicipal GeospatialProperty Assessment+1

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Machine Learning

Electoral Districts of Rouyn-Noranda and Quebec City

Quebec municipalities of Rouyn-Noranda and Quebec City provide geospatial data on their electoral districts. The dataset likely contains polygon boundaries defining voting areas for municipal elections. It is available in multiple geospatial formats, including GeoJSON and ESRI Shapefile, facilitating mapping and spatial analysis.

TabularGeospatialZIPCSVPolitical GeographyQuebecMunicipal BoundariesGeospatial DataElectoral Districts+1

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Machine Learning

UK Government Supplier Payments Over £25,000, Monthly Reports from Ofgem

Ofgem's monthly reports detail all central government expenditure over £25,000, published online as part of a UK transparency initiative announced in May 2010. The data covers payments made by the Office of Gas and Electricity Markets to its suppliers. Reports are available in CSV and PDF formats under the OGL-UK-3.0 license.

TabularCSVGovernment SpendingSupplier PaymentsEnergy RegulationPublic FinanceUk Government+1

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Machine Learning

Digitized Beetle Specimen Records from the California Channel Islands

Over 26,000 digitized specimen records of Coleoptera (beetles) from the California Channel Islands. The dataset is curated and managed in the Ecdysis data portal by M. Andrew Johnston of Arizona State University. Subsets are available for each of the eight individual islands.

TabularColeopteraCalifornia Channel IslandsSpecimen RecordsEntomologyBiodiversity+1

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Machine Learning

Reconstructed Atmospheric CO₂ from Chinese Loess Plateau Paleosols, 7.5-4.0 Ma

A high-resolution terrestrial CO₂ record spanning 7.5 to 4.0 million years ago, generated by Hanzhao Zhai in 2026. The dataset was created by applying a machine learning-based paleosol-CO₂ inversion method to deposits from the Jiaxian and Shilou sections on the Chinese Loess Plateau. It integrates multiple proxy measurements including carbonate and organic carbon isotopes, elemental concentrations, grain size, magnetic susceptibility, and formation temperature.

TabularTime SeriesCSVMachine LearningCarbon dioxideBenchmarkPaleoclimateLarge ScaleLoess PlateauGeochemistry+1

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Machine Learning

Intertidal Areas of the Australian and Lord Howe Island Continental Shelves

Australian and Lord Howe Island continental shelves have their intertidal areas derived from the Australian Hydrographic Service's S57 file series. The data was aggregated and dissolved from depth area features within the 1-degree file series for the 200-meter shelf. The dataset is hosted by the Australian Ocean Data Network and was last updated in July 2026.

GeospatialZIPAustralian CoastlineMarine GeographyIntertidal ZonesBathymetry+1

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Machine Learning

Eye Relations for Building Project Assessment in Vienna

Vienna data on visual relationships that shape the cityscape and contribute to orientation. The dataset is published under a CC-BY-4.0 license by Cooperation OGD Österreich and Wikimedia Österreich via the eu_open_data platform. It includes two types of gaze relationships important for assessing the compatibility of large construction projects.

GeospatialCSVJSONCityscape AnalysisViennaBenchmarkUrban PlanningVisual Relationships+1

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