Integrated Gradient Correlation

Integrated Gradient Correlation (IGC) utilities.

Note

Welford’s online algorithm [Wel62] is used for the computation of mean, standard deviation, and correlation statistics (see wikipedia).

igc (igc.igc)

Gradients(module, dataset[, dtld_kwargs, ...])	Gradients.
IntegratedGradients(module[, dataset, ...])	Integrated Gradients (IG).
IntGradCorr(module[, dataset, dtld_kwargs, ...])	Integrated Gradient Correlation (IGC).