timesift

• plot() of a select_grain() result drew empty axes. The inner scores were matched to their candidates on a label joined by a space where the candidates' was joined by a bar, so every line and every circle was placed at no position. One helper now writes the label wherever a selection's tables are matched, the bottom margin is sized to the longest candidate name, and the table returned says where each score was drawn and which one its fold selected (#79).
• occlusion() with substitute = "permute" permuted each channel of a held-back bin separately, so a unit could be shown the coldest day of one unit beside the warmest day of another, a reading no unit made. A bin is now held back whole, by one permutation per draw. A channel that is the same for every unit, as the calendar channels are, is left in place when a bin is held back; unit_mean used to replace it too, which took the bin's place in the year away along with its reading (#79).
• The Python occlusion() scored every cell, including the ones the scorable-cell mask leaves out, so its weights could rest on cells R's did not. It now reads the mask as every score does (#79).
• grain_contrasts() read each grain's name back out of the contrast label emmeans writes, which puts parentheses around a level holding a character it treats as an operator: a grain called month-mean came back as (month-mean). The name is now taken from the factor's levels (#79).
• grain_contrasts() stopped with "undefined columns selected" on a ladder of more than 3000 scored cells, which the Schrankogel grid is at 7070 per architecture: emmeans stops computing Satterthwaite's degrees of freedom past that size and names its interval columns differently. The limit is now the ladder's own size (#79).
• Recovery tests for grain_contrasts(): a planted effect per grain is recovered and its intervals cover it at their stated rate over twenty seeds, and with no effect the contrast finds none (#79).

The reproduction

• inst/reproduce/schrankogel.R compares the stepwise arm and the network grid with the paper, where it used to write them without a reference (#80). The stepwise arm is fitted unweighted, as the study's forward selection was, under a head that differs from the shipped one in that alone. The eleven-member ensemble is the study's: each member at its own window, channels, kernel, dropout and seed, where the driver used to run one generic set at every window. The hourly rung reads the five channels the study's hourly networks read. The grain contrast is read in AUC against the window the study took as each architecture's best, as its table is.