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The method is numerical-analytic in the sense that its realisation consists of two stages concerning, respectively, an explicit construction of certain equations and their numerical analysis and is close in the spirit to the Lyapunov-Schmidt reductions [2, 3].
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But once we get to the heart of the play, which is that a minor St Petersburg clerk is mistaken for the government inspector, the production takes off; and its brilliance lies in the realisation that Gogol's work consists of the collision of two forms of madness.
Algorithm 1 is the repeated grid-search cross-validation algorithm for parameter tuning in classification and regression used in this paper: We have a dataset D which consists of N realisations (Y, X1, X2,…, XP) of one output variable Y and variables X1, X2,…, XP.
The simulation tool consists of physical models and their computational realisations for major elements of the process such as: plasma torch; particle motion and heating; plasma-substrate and particle-substrate interaction; and formation of the deposited layer.
Milton consists of "Paradise Lost".
It consists of North Island and South Island.
The method consists of two parts: (1) spectral analysis of a slip model to characterise the spatial complexity of earthquake slip and (2) spectral synthesis to generate multiple realisations of the random-field-type slip distribution (Pardo-Iguzquiza and Chica-Olmo1993).
Generating text with SimpleNLG consists of invoking a series of methods to specify every sentence constituent, how they should be inflected, combined etc. Similarly to [19], our present system is an instance of a surface realisation engine.
This analysis consists of a sequence of operations for deriving probability distributions for a selected set of model parameters and repeating the simulation of each realisations of the parameter set (Swaney and Hong 2009b).
It consists of HACK Lab and VIDEO Lab.
CAF01 consists of DDA and TDB.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com