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In practice, to improve the rate of convergence of the Markov chains, we augmented the likelihood of the sound change model with that obtained from cognacy data for the same words, following methods described elsewhere [ 34, 35] (Supplemental Experimental Procedures).
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The experiment conducted suggests that connectivity levels at both extremes, representing very little risk and high risk of species mortality, do not augment the likelihood of coexistence while intermediate levels do.
It would be expected that this difference would persist into adulthood, augmenting the likelihood that Inattentive symptoms would predominate the clinical presentation.
However, in the case of Keep Well (as with other preventive programmes) it is the health service that presents to the individual rather than the other way round and outreach workers used a range of differing approaches to augment the likelihood of candidacy being accepted.
The differences in the predictive value of the two models were assessed using the Akaike Information Criterion [ 22] to augment the log likelihood ratio χ2 test, with a penalty for differences in the number of variables in the models compared.
He has also augmented the digger giant's domestic footprint.
SiC augmented the anomalous behavior.
and augmented the gastric mucosal defense.
The figures augment information about the likelihood of switching with information about the time to switching over the one-year study.
In this study we extend upon previous work [13 15, 17] by introducing a reinforcement learning method which can be used to tune the RNN to generate structures with certain desirable properties through augmented episodic likelihood.
This work introduces a method to tune a sequence-based generative model for molecular de novo design that through augmented episodic likelihood can learn to generate structures with certain specified desirable properties.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com