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flashier (version 1.0.7)

flash_verbose_elbo: Display the current ELBO

Description

Displays the value of the variational lower bound (ELBO) at the current iteration.

Usage

flash_verbose_elbo(curr, prev, k)

Value

A character string, suitable for printing progress updates.

Arguments

curr

The flash_fit object from the current iteration.

prev

The flash_fit object from the previous iteration.

k

Only used during sequential backfits (that is, calls to flash_backfit where extrapolate = FALSE). It then takes the index of the factor/loadings pair currently being optimized.

Details

This function is an example of a function that may be passed to parameter fns in function flash_set_verbose to customize the output that is printed after each greedy or backfitting iteration. See flash_set_verbose for details and examples.

See Also

flash_verbose_elbo_diff, flash_verbose_max_chg, flash_verbose_max_chg_L, flash_verbose_max_chg_F