v0.3.1

Updating version number

v0.3.0

• Adds logging via a LogWriter class (and in contrib, a TensorBoardWriter class)
• Refactors the ModelTuner class
• Renames Classifier.train to Classifier.train_model to avoid overwriting the nn.Module.train function
• Adds support for metrics requiring predicted probabilities (like ROC-AUC)
• Better handling of EndModel construction
• Other fixes and additions focused on EndModel training

v0.2.0

• Adds torch.DataLoader and GPU support for both training and dev / evaluation sets
• Other minor checks and fixes mainly around Classifier class and subclasses

v0.1.6

• Fixes minor bugs with TaskHierarchy for multi-task LabelModel
• Adds centered L2 reg. to LabelModel, with support for per-LF centering and weighting
• Other minor checks and fixes