bjmcnabb/DMS_Climatology: v2.0.0

Includes scripts for generating DMS climatologies in the Southern Ocean. The ANN ensemble function now utilizes the PyTorch framework, providing up to ~16x faster training times over the previous NESAP iteration using Scikit-Learn's implementation. Please see the associated readme files for mor...

Full description

Bibliographic Details
Main Author: Brandon McNabb
Format: Software
Language:unknown
Published: 2022
Subjects:
Southern Ocean
Online Access:https://zenodo.org/record/6413497
https://doi.org/10.5281/zenodo.6413497
id ftzenodo:oai:zenodo.org:6413497
record_format openpolar
spelling ftzenodo:oai:zenodo.org:6413497 2023-05-15T18:24:42+02:00 bjmcnabb/DMS_Climatology: v2.0.0 Brandon McNabb 2022-04-05 https://zenodo.org/record/6413497 https://doi.org/10.5281/zenodo.6413497 unknown https://github.com/bjmcnabb/DMS_Climatology/tree/v2.0.0 doi:10.5281/zenodo.6354168 https://zenodo.org/record/6413497 https://doi.org/10.5281/zenodo.6413497 oai:zenodo.org:6413497 info:eu-repo/semantics/openAccess info:eu-repo/semantics/other software 2022 ftzenodo https://doi.org/10.5281/zenodo.641349710.5281/zenodo.6354168 2023-03-11T03:04:59Z Includes scripts for generating DMS climatologies in the Southern Ocean. The ANN ensemble function now utilizes the PyTorch framework, providing up to ~16x faster training times over the previous NESAP iteration using Scikit-Learn's implementation. Please see the associated readme files for more information. Software Southern Ocean Zenodo Southern Ocean
institution Open Polar
collection Zenodo
op_collection_id ftzenodo
language unknown
description Includes scripts for generating DMS climatologies in the Southern Ocean. The ANN ensemble function now utilizes the PyTorch framework, providing up to ~16x faster training times over the previous NESAP iteration using Scikit-Learn's implementation. Please see the associated readme files for more information.
format Software
author Brandon McNabb
spellingShingle Brandon McNabb
bjmcnabb/DMS_Climatology: v2.0.0
author_facet Brandon McNabb
author_sort Brandon McNabb
title bjmcnabb/DMS_Climatology: v2.0.0
title_short bjmcnabb/DMS_Climatology: v2.0.0
title_full bjmcnabb/DMS_Climatology: v2.0.0
title_fullStr bjmcnabb/DMS_Climatology: v2.0.0
title_full_unstemmed bjmcnabb/DMS_Climatology: v2.0.0
title_sort bjmcnabb/dms_climatology: v2.0.0
publishDate 2022
url https://zenodo.org/record/6413497
https://doi.org/10.5281/zenodo.6413497
geographic Southern Ocean
geographic_facet Southern Ocean
genre Southern Ocean
genre_facet Southern Ocean
op_relation https://github.com/bjmcnabb/DMS_Climatology/tree/v2.0.0
doi:10.5281/zenodo.6354168
https://zenodo.org/record/6413497
https://doi.org/10.5281/zenodo.6413497
oai:zenodo.org:6413497
op_rights info:eu-repo/semantics/openAccess
op_doi https://doi.org/10.5281/zenodo.641349710.5281/zenodo.6354168
_version_ 1766205510427607040

Similar Items