Software Open Access
Pradeep Reddy Raamana; Kevin Le
<?xml version='1.0' encoding='UTF-8'?> <record xmlns="http://www.loc.gov/MARC21/slim"> <leader>00000nmm##2200000uu#4500</leader> <controlfield tag="005">20200608221821.0</controlfield> <controlfield tag="001">3885711</controlfield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="u">@superphy</subfield> <subfield code="a">Kevin Le</subfield> </datafield> <datafield tag="856" ind1="4" ind2=" "> <subfield code="s">5764741</subfield> <subfield code="z">md5:8f0a8cfa7448d33f4a5bb47f88bfcbec</subfield> <subfield code="u">https://zenodo.org/record/3885711/files/raamana/neuropredict-0.6.zip</subfield> </datafield> <datafield tag="542" ind1=" " ind2=" "> <subfield code="l">open</subfield> </datafield> <datafield tag="260" ind1=" " ind2=" "> <subfield code="c">2020-06-08</subfield> </datafield> <datafield tag="909" ind1="C" ind2="O"> <subfield code="p">software</subfield> <subfield code="o">oai:zenodo.org:3885711</subfield> </datafield> <datafield tag="100" ind1=" " ind2=" "> <subfield code="u">University of Toronto</subfield> <subfield code="a">Pradeep Reddy Raamana</subfield> </datafield> <datafield tag="245" ind1=" " ind2=" "> <subfield code="a">raamana/neuropredict: Support for regression stream and deconfouding in nested CV</subfield> </datafield> <datafield tag="540" ind1=" " ind2=" "> <subfield code="a">Other (Open)</subfield> </datafield> <datafield tag="650" ind1="1" ind2="7"> <subfield code="a">cc-by</subfield> <subfield code="2">opendefinition.org</subfield> </datafield> <datafield tag="520" ind1=" " ind2=" "> <subfield code="a"><ul> <li>Major feature: Ability to predict continuous variables (regression)</li> <li>Major feature: Ability to handle confounds (regress them out, augmenting etc)</li> <li>Redesigned the internal structure for easier extensibility</li> <li>New <code>CVResults</code> class for easier management of a wealth of outputs generated in the Classification and Regression workflows</li> <li>API access is refreshed and easier</li> </ul></subfield> </datafield> <datafield tag="773" ind1=" " ind2=" "> <subfield code="n">url</subfield> <subfield code="i">isSupplementTo</subfield> <subfield code="a">https://github.com/raamana/neuropredict/tree/0.6</subfield> </datafield> <datafield tag="773" ind1=" " ind2=" "> <subfield code="n">doi</subfield> <subfield code="i">isVersionOf</subfield> <subfield code="a">10.5281/zenodo.997355</subfield> </datafield> <datafield tag="024" ind1=" " ind2=" "> <subfield code="a">10.5281/zenodo.3885711</subfield> <subfield code="2">doi</subfield> </datafield> <datafield tag="980" ind1=" " ind2=" "> <subfield code="a">software</subfield> </datafield> </record>
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