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In the future, we would like to develop algorithms to enumerate and rank arrow diagrams during this consistency check according to self-consistency, how well each diagram can explain the AIs-Deletions matrix data, and parsimony (i.e. minimum number of edges), thus leading to a confidence score.
Clicking on the "load" button, the matrix data file name (such as the "colon&ovarian&pancreatic&breast.matrix" provided by the hSAGEing tool as the built-in example file) and SAGE libraries (listed in the pull-down window for libraries A and B) appear in the "matrix data" and "condition setting" fields, respectively (Figures 2A and 2B).
HDF5 is a longtime standard, supported on all major platforms, for storing large matrix data and is optimized for efficient indexing, caching and compression (The HDF5 Group, 2000 2010).
Finally, to make the HeatMapViewer component widely accessible, we set up a public web server to which users can upload their matrix data and use the resulting code to show an interactive heat map.
We compare the prediction accuracy of the multiple-biomarker tensor model created with N-PLS (N-way partial least squares) with the 2-way PLS applied to matrix data and an existing conformal Bayesian Network approach.
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We can calculate a Poynting flux and determine an absolute direction of a plasma waves by using a pair of an OFA-MATRIX data and an OFA-COMPLEX data.
Note that you need not explicitly compute a sparse matrix data structure and store the Jacobian.
In the second section of the paper, we present the resulting BBD matrix data structure and the hybrid solver that extends the approach presented in [24].
MINITAB v16 statistical package (Minitab Inc., State College, PA, USA) software was applied for generating experimental design matrix, data analysis and optimization procedure.
The HeatMapViewer component provides a new, powerful way to generate and display matrix data in web presentations and in publications.
3 - Conclusions: The authors say: "... provides a new, powerful way to generate and display matrix data in web presentations and in publications".
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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