Interpretation of Predictions
Classes to build objects to better interpret predictions of a model
interp = Interpretation.from_learner(learn)
x,y = learn.dls.valid_ds.tensors
test_eq(interp.inputs, x)
out = learn.model.a * x + learn.model.b
test_eq(interp.preds, out)
test_eq(interp.losses, (out-y)[:,0]**2)
Interpretation methods for classification models.
Interpretation methods for segmentation models.