partial-data

Utilities for loading, processing, and training on data with partial labels.

References

Learning a Deep ConvNet for Multi-label Classification with Partial Labels

• Paper detailing different strategies for dealing with partial labels.

astroNN

• Library with keras binary and categorical cross-entropy (among others) loss functions adapted to support partial labels.