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Each line of the sorted input SGA file is considered as candidate peak, for which the total number of mapped tags in a window of chromosomal positions is computed using neighboring lines in the SGA file.
Given a sorted input, a regression stump is O(P N) complex.
The purity of the sorted input GFP− population was >99% (Fig. 7B).
The server-side computation is more straightforward: the server simply merges the (sorted) input from the clients, computes the entropies and updates the distance matrices.
These input files need not be ordered in any way, although the building times are much shorter using sorted input since ordering reduces the time used to position the physical heads on the hard drive by the underlying file system.
In the first stage, we use the same construction method which is used for the sorted input in the previous section but with one difference: we ignore the intervals for internal nodes since the identification numbers for the strings are not known.
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In the first step, the Delaunay triangulation of the atomic centers is computed using an incremental algorithm that utilizes pre-sorted input points according to the Hilbert curve [19, 42].
Since it is not possible to determine whether the enrichment shown in Fig. 2A is due to direct conversion of Foxp3– cells or expansion of a small starting population of Foxp3+ cells contained in the sorted CD25− input population, we took advantage of C57BL/6 (B6) Foxp3-GFP reporter mice 33 which allowed us to isolate GFP−/Foxp3− cells by flow sorting.
The sorting and streaming needs to sort (external sorting) the input set of reads, O (M * log M ), and then stream this sorted reads against a presorted reference O (N + M ).
The user can input sorted and indexed bam files from as many genotypes as needed, and SWEEP will use Samtools to call the SNPs, filter them using the sliding window strategy, and filter them based on metrics that can be good identifiers of high-quality SNP calls (Clevenger et al. 2015).
After sorting all input sequences based on their prospective time-to-solution as well as the optimized solution of scheduling all tasks, we start to run them from the longest one in a sorted order.
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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