Module utils 

Utilities for multi-task learning

Functions

analyze_mtl_effectiveness

Analyze multi-task learning effectiveness

classification_task

Create task configuration for classification

compute_correlation

Compute correlation between two performance sequences

compute_task_similarity

Compute task similarity matrix

hard_parameter_sharing_config

Create a simple hard parameter sharing configuration

mlm_auxiliary_task

Create auxiliary task configuration for MLM

mmoe_config

Create a multi-gate mixture of experts configuration

regression_task

Create task configuration for regression

soft_parameter_sharing_config

Create a soft parameter sharing configuration