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That was the graphic conclusion I took away from Tuesday's GLA Intelligence Unit seminar - graphic, because the visual representations provided by James Browne of the Institute for Fiscal Studies precisely illustrated such an outcome.
Two variants of the time-dependent Ginzburg Landau equation (GLE) and their discrete representations provided by a nearest-neighbor Ising model serve as a computational testbed.
As such, we propose that LPS visuals are best employed when the visual representations provided to respondents are accurate descriptions of possible outcomes, as they could be in public consultations related to landscape and urban planning.
High-level data representations provided by Deep Learning can be used for simpler linear models for Big Data.
The abstract representations provided by deep learning algorithms can separate the different sources of variations in data.
The respective results obtained for the representations provided by the CNN RNN architecture are shown in Fig. 12a c.
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Qualitative state representations provide soft, relative map information which is robust to metrical errors.
We believe these representations provide the deep learning decoder with more discriminable cues.
Norm-optimal ILC based on lifted system representations provides an analytic expression for the optimal feedforward signal.
Qualitative representations provide a basis for commonsense reasoning, because they enable practical reasoning with very little data; this makes qualitative representations a useful component of natural language semantics.
Because these representations provide valuable insight into the invisible world of molecules, they are essential to the teaching and learning of chemistry.
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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