the number of pseudo labels in the training set is logged to Weights and Biases
an option disable_interpolation is added to the interpolation strategy to allow to run the block selection strategy without actually interpolating slices as baseline
The issue described in #147 is not really a bug, but occurs when pseudo-labels are overridden by true labels. To avoid this behaviour, an option prefer_blocks_without_pseudo_labels is added. Setting this option to True will ensure that blocks including existing pseudo-labels will always be labeled after fully unlabeled blocks.
Closes #147
This PR implements the following things:
disable_interpolationis added to the interpolation strategy to allow to run the block selection strategy without actually interpolating slices as baselineThe issue described in #147 is not really a bug, but occurs when pseudo-labels are overridden by true labels. To avoid this behaviour, an option
prefer_blocks_without_pseudo_labelsis added. Setting this option toTruewill ensure that blocks including existing pseudo-labels will always be labeled after fully unlabeled blocks.