Dataset Open Access
<?xml version='1.0' encoding='UTF-8'?> <record xmlns="http://www.loc.gov/MARC21/slim"> <leader>00000nmm##2200000uu#4500</leader> <controlfield tag="005">20210920134831.0</controlfield> <controlfield tag="001">5502060</controlfield> <datafield tag="856" ind1="4" ind2=" "> <subfield code="s">2561720</subfield> <subfield code="z">md5:7e53a9351b2520a4713a5ffdb5f1566c</subfield> <subfield code="u">https://zenodo.org/record/5502060/files/DeepSTARR.model.h5</subfield> </datafield> <datafield tag="856" ind1="4" ind2=" "> <subfield code="s">11615</subfield> <subfield code="z">md5:9b796f79441e53dc75dd79b911fff872</subfield> <subfield code="u">https://zenodo.org/record/5502060/files/DeepSTARR.model.json</subfield> </datafield> <datafield tag="856" ind1="4" ind2=" "> <subfield code="s">4476205</subfield> <subfield code="z">md5:011690ca80cf967d56fefd0c1386419f</subfield> <subfield code="u">https://zenodo.org/record/5502060/files/Sequences_activity_Test.txt</subfield> </datafield> <datafield tag="856" ind1="4" ind2=" "> <subfield code="s">43682499</subfield> <subfield code="z">md5:4e65afa021fd426c74dbf24c31b8bbf9</subfield> <subfield code="u">https://zenodo.org/record/5502060/files/Sequences_activity_Train.txt</subfield> </datafield> <datafield tag="856" ind1="4" ind2=" "> <subfield code="s">4409299</subfield> <subfield code="z">md5:5f30e863b2239e4f9ade6e7b81b3ff3c</subfield> <subfield code="u">https://zenodo.org/record/5502060/files/Sequences_activity_Val.txt</subfield> </datafield> <datafield tag="856" ind1="4" ind2=" "> <subfield code="s">12025132</subfield> <subfield code="z">md5:c2d831a6e2cfb9345fa5e52de76bb453</subfield> <subfield code="u">https://zenodo.org/record/5502060/files/Sequences_Test.fa</subfield> </datafield> <datafield tag="856" ind1="4" ind2=" "> <subfield code="s">116924268</subfield> <subfield code="z">md5:fe474a31c23db2daf7dc4d1fc49a8e5a</subfield> <subfield code="u">https://zenodo.org/record/5502060/files/Sequences_Train.fa</subfield> </datafield> <datafield tag="856" ind1="4" ind2=" "> <subfield code="s">11760406</subfield> <subfield code="z">md5:9d1a0e5c9228aa033378af93074109e6</subfield> <subfield code="u">https://zenodo.org/record/5502060/files/Sequences_Val.fa</subfield> </datafield> <datafield tag="542" ind1=" " ind2=" "> <subfield code="l">open</subfield> </datafield> <datafield tag="260" ind1=" " ind2=" "> <subfield code="c">2021-09-20</subfield> </datafield> <datafield tag="909" ind1="C" ind2="O"> <subfield code="p">openaire_data</subfield> <subfield code="o">oai:zenodo.org:5502060</subfield> </datafield> <datafield tag="100" ind1=" " ind2=" "> <subfield code="u">Research Institute of Molecular Pathology (IMP)</subfield> <subfield code="0">(orcid)0000-0002-6084-6775</subfield> <subfield code="a">de Almeida, Bernardo P</subfield> </datafield> <datafield tag="245" ind1=" " ind2=" "> <subfield code="a">DeepSTARR manuscript data</subfield> </datafield> <datafield tag="540" ind1=" " ind2=" "> <subfield code="u">https://creativecommons.org/licenses/by/4.0/legalcode</subfield> <subfield code="a">Creative Commons Attribution 4.0 International</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"><p>This repository holds the&nbsp;trained DeepSTARR model&nbsp;and the data&nbsp;used to train and evaluate the model.</p> <p><strong>Files:</strong></p> <ul> <li><strong>&lt;set&gt;.fa</strong> <ul> <li>FASTA files with DNA sequences of genomic regions from train/val/test sets.</li> </ul> </li> <li><strong>&lt;set&gt;*.txt</strong> <ul> <li>Files with developmental and housekeeping activity of genomic regions from train/val/test sets.</li> </ul> </li> <li><strong>DeepSTARR.model.h5 </strong>and<strong>&nbsp;DeepSTARR.model.json</strong> <ul> <li>DeepSTARR Keras model</li> </ul> </li> </ul></subfield> </datafield> <datafield tag="773" ind1=" " ind2=" "> <subfield code="n">doi</subfield> <subfield code="i">isVersionOf</subfield> <subfield code="a">10.5281/zenodo.5502059</subfield> </datafield> <datafield tag="024" ind1=" " ind2=" "> <subfield code="a">10.5281/zenodo.5502060</subfield> <subfield code="2">doi</subfield> </datafield> <datafield tag="980" ind1=" " ind2=" "> <subfield code="a">dataset</subfield> </datafield> </record>
All versions | This version | |
---|---|---|
Views | 828 | 828 |
Downloads | 4,595 | 4,595 |
Data volume | 47.2 GB | 47.2 GB |
Unique views | 743 | 743 |
Unique downloads | 1,604 | 1,604 |