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Winning code and models from the first Genetic Engineering Attribution Challenge

integration_instructionsResearch softwarekeyboard_double_arrow_right Software 21 May 2021 English Publisher:Zenodo
Authors: Batmanov, Kirill; Kuznetsov, Evgeny; Xie, Yao; Karmatskii, Grigorii; Marques, Adriano; Camargo, Fernando H. F.; Soares, Igor Muniz; +2 Authors

doi: 10.5281/zenodo.4774227 , 10.5281/zenodo.4774228 , 10.5281/zenodo.5358090

Winning code and models from the first Genetic Engineering Attribution Challenge

Abstract

This repository contains pretrained models from all prizewinning teams from the first Genetic Engineering Attribution Challenge, as well as the code needed to reproduce their results. Each entry is provided with an explanatory README. The code has been verified independently at time of receipt, but is not actively maintained. In particular, neither DrivenData nor altLabs is responsible for maintenance of the code. The Challenge was hosted by DrivenData and sponsored by altLabs. Please contact hello@altlabs.tech with any questions about the repository. More information about the competition is available here: https://www.drivendata.org/competitions/63/genetic-engineering-attribution/

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Keywords

genetic engineering attribution, plasmid,

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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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