uncertainty-baselines
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google
High-quality implementations of standard and SOTA methods on a variety of tasks.
Create callbacks to: 1. Save model checkpoints in FLAGS.output_dir based on validation AUC on the main task. 2. Perform early stopping when validation AUC on the main task does not...
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Add launcher and datatables for writing predictions from cross validate ensembles
An iterative version of Introspective Active Sampling. - Implements function that calculates bias values for examples and generates a lookup table from example_id to bias value/label. Label is determined using...
Replaces a broken fewshot dependency with our deterministic input pipeline.
Add dummy dataset classes to simplify testing of ub.datasets.
Enable GDA by default in T5X training and checkpointing.