Concepedia

A White-Box Machine Learning Approach for Revealing Antibiotic Mechanisms of Action

Jason H. Yang, Sarah N. Wright, Meagan Hamblin, Douglas McCloskey, Miguel A. Alcantar, Lars Schrübbers, Allison J. Lopatkin, Sangeeta Satish, Amir Nili, Bernhard Ø. Palsson,

Cell · 2019 · 345 citations · 60 references

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60

Scikit-learn: Machine Learning in Python

Fabián Pedregosa, Gaël Varoquaux, Alexandre Gramfort et al. · arXiv (Cornell University) · 2012 · 63.7K citations · Full text

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Regularization and Variable Selection Via the Elastic Net

Hui Zou, Trevor Hastie · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2005 · 21K citations · Full text

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The UK Biobank resource with deep phenotyping and genomic data

Clare Bycroft, Colin Freeman, Desislava Petkova et al. · Nature · 2018 · 9.7K citations · Full text

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Construction of Escherichia coli K‐12 in‐frame, single‐gene knockout mutants: the Keio collection

Tomoya Baba, Takeshi Ara, Miki Hasegawa et al. · Molecular Systems Biology · 2006 · 8.2K citations · Full text

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Scikit-learn: Machine Learning in Python

PedregosaFabian, VaroquauxGaël, GramfortAlexandre et al. · Journal of Machine Learning Research · 2011 · 8.2K citations

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