v0.1 micro update

Change log

Breaking

• binary_class_cut now returns tuple of (cut, mean_AMS, maximum_AMS) as opposed to just the cut
• Initialisation lookups now expected to return callable, rather than callable and dictionary of arguments. partial used instead.
• top_perc in binary_class_cut now treated as percentage rather than fraction

Additions

• Added PReLU activation
• Added uniform initialisation lookup

Removals

Fixes

• uncert_round converts NaN uncertainty to 0
• Correct name of internal embedding dropout layer in CatEmbHead: emd_do -> emb_do
• Adding missing settings for activations and initialisations to body and tail
• Corrected plot annotation for percentage in binary_class_cut

Changes

• Removed the BatchNorm1d automatically added in CatEmbHead when using categorical inputs; assuming unit-Gaussian continuous inputs, no a priori resaon to add it, and tests indicated it hurt performance and train-time.
• Changed weighting factor when not loading loading cycles only to n+2 from n+1

Depreciations

Comments