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  • stableGP

    Metadata Updated: February 28, 2019

    The code in the stableGP package implements Gaussian process calculations using efficient and numerically stable algorithms. Description of the algorithms is in the paper "Stable and Efficient Gaussian Process Calculations" by L. Foster, A. Waagen, N. Aijaz, M. Hurley, A. Luis, J. Rinsky, C. Satyavolu, M. Way, P. Gazis, and A. Srivastava accepted in the Journal of Machine Learning Research, February, 2009.

    The easiest way to get started using the code is to download and unzip the zip file, start Matlab (7.0 or higher), move to the appropriate folder and type either "demo_bootstrap" or "demo_history" to run one of the demonstration files.

    Code in the zip file is based on the code used in the text Gaussian Processes or Machine Learning by Rasmussen and Williams (www.gaussianprocess.org/gpml/). So that the demonstrations are self contained and do not require that the user download additional code the zip file contains a few functions that are copied directly from Rasmussen and Williams' code.

    Access & Use Information

    Public: This dataset is intended for public access and use. License: U.S. Government Work

    Downloads & Resources

    Dates

    Metadata Created Date August 1, 2018
    Metadata Updated Date February 28, 2019
    Data Update Frequency irregular

    Metadata Source

    Harvested from NASA Data.json

    Additional Metadata

    Resource Type Dataset
    Metadata Created Date August 1, 2018
    Metadata Updated Date February 28, 2019
    Publisher Dashlink
    Unique Identifier DASHLINK_123
    Maintainer
    Ashok Srivastava
    Maintainer Email
    Public Access Level public
    Data Update Frequency irregular
    Bureau Code 026:00
    Metadata Context https://project-open-data.cio.gov/v1.1/schema/catalog.jsonld
    Metadata Catalog ID https://data.nasa.gov/data.json
    Schema Version https://project-open-data.cio.gov/v1.1/schema
    Catalog Describedby https://project-open-data.cio.gov/v1.1/schema/catalog.json
    Harvest Object Id 0c5cd209-5d87-4997-b902-32ec4c6a2d15
    Harvest Source Id 39e4ad2a-47ca-4507-8258-852babd0fd99
    Harvest Source Title NASA Data.json
    Data First Published 2010-09-10
    Homepage URL https://c3.nasa.gov/dashlink/resources/123/
    License http://www.usa.gov/publicdomain/label/1.0/
    Data Last Modified 2018-07-19
    Program Code 026:029
    Source Datajson Identifier True
    Source Hash 19c1e4cae96d8dedf41ed871bd064b05a0297e80
    Source Schema Version 1.1

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