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It is fair to say that Lyoto Machida is the best, most effective representation of classic karate that we have seen inside the Octagon.
The history of molecular orbital rendering is in itself an interesting one, since it introduces the connection between data, and its most effective representation.
For any analyzed dataset, there is a basis set (the best basis set) that can best represent the spatial and frequency domain information in the dataset, and the corresponding "best" multiwavelet packet transform provides the most effective representation of the dataset (denoted as MWPT at below).
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After taking the course, she told me that she deeply regretted teaching her kids without knowing the things she learned in our class, including standard math misconceptions and the most effective representations of fundamental math ideas.
Similarly to the spectrogram for speech analysis, the chromagram (i.e., a sequence of chroma vectors) is one of the most effective signal representations for music analysis and chord recognition.
"What is at stake here is the most effective and accurate representation for Texas," he said.
Serrano moves between mediums based on the most effective means of representation, whether it's painting, photography, or both.
She specifies, however, that literature is the most effective mode of aesthetic representation, arguing that its ability to illustrate the specific circumstances and problems of people in the world makes literature an especially rich contribution to the "curriculum for world citizenship".
When a client spends hard-earned cash on legal representation, the most effective and valuable service a lawyer can provide is to listen, shift through, filter, then effectively and truthfully tell the story -- sometimes in a crowded courtroom while the clock ticks loudly and an overworked judge ponders whether her docket will end before dinnertime.
Thorough experiments conducted on standard databases show that: (1) DeepSim can accurately predict human perceived image quality and outperforms previous state-of-the-art; (2) mid-level representations are most effective for quality prediction; and (3) preprocessing, the restricted linear units and max-pooling operations are beneficial for the IQA performance.
As is often the case, the simplest representation is the most effective.
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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