ntqr.plots

Module for convenience plotting functions related to NTQR algorithms.

Functions

plot_pair_logical_alarm_at_qs(labels, classifiers, qs, ...)

Plot pair possible evaluations given qs and responses.

plot_pair_label_evals(ql, pair_label_evals, ...[, plt])

_plot_pair_label_evals(ax, ql, pair_label_evals, ...)

Module Contents

ntqr.plots.plot_pair_logical_alarm_at_qs(labels: collections.abc.Sequence[str], classifiers: collections.abc.Sequence[int | str], qs: collections.abc.Sequence[int], responses: collections.abc.Sequence[collections.abc.Sequence[int]], plt: types.ModuleType = plt)

Plot pair possible evaluations given qs and responses.

Parameters:

  • labels (Sequence[str]) – The labels to be used.

  • classifiers (Sequence[str | int]) – Classifier identifiers, could be integers or strings: 1 or ‘i’, eg.

  • qs (Sequence[int]) – Number of label questions

  • responses (Sequence[Sequence[int]]) – Number of label responses by each classifier.

  • plt (Handle into the pyplot module.)

Returns:

Plots a square of possible evaluations and safety specification satisfying evaluations for each of the labels.

Return type:

None

ntqr.plots.plot_pair_label_evals(ql, pair_label_evals, safety_evals, vars, plt=plt)
ntqr.plots._plot_pair_label_evals(ax, ql, pair_label_evals, safety_evals, vars, plt=plt)