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This algorithm trains 10 to 100 times faster than the usual gradient descent back-propagation method and update as follows: x k + 1 = x k − J T J + μI − 1 J T e, Open image in new window (4).
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In the revision, we re-did differential analysis using the "per-condition" method and updated all related results accordingly (Tables 1, 2, Figure 2 figure supplement 1-4, Figures 3A, B, and motif analysis, Figure 4 figure supplement 3).
To compare results from current methods and updated data sources to those from past methods2, we correlated per-pixel output for 2008 from past and current approaches (results shown in Supplementary Fig. 9).
Now, drawing on better survey methods, and updating the poverty line from its original $1 a day (which in any case has actually been $1.08 a day for the past few years, although few people noticed) to $1.25, the Bank has come up with the new figure of 1.4 billion people who are struggling to survive on the smallest of incomes.
METHODS:Drawing from established methods and updated estimates from GBD 2016, we used 32 causes from which death should not occur in the presence of effective care to approximate personal health-care access and quality by location and over time.
On the other hand, a reassessment of the evolutionary relationships of the protein with state-of-the-art methods and updated databases strongly suggests that the protein is indeed a member of the Drug/Metabolite transporter clan.
With the development of better screening methods and updated collections, the potential for discovery of additional nonorthologous complementation pairs will aid in deciphering biological mechanisms that would otherwise be overlooked.
We extended a seminal performance evaluation (Gardy & Brinkman, 2006) of different predictors of either protein global subcellular localization or specific protein features (e.g. α-helices and β-barrels), to include novel methods (and updated versions), and to control some specific parameters of feature-based predictors.
We also present techniques to refine location estimates using multiple observations and a method to display and update object locations on a video camera screen.
The characterization of proteomes based on genome sequences provides a rapid method to approximate and update putative proteomes as genome sequences become available.
Briefly, a class type encapsulates data and provides operations, called methods, to access and update the data.
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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