V1.8.0

New features

• MCCachingModule: Cache computation between Monte Carlo iteration link. Special thanks to @pieterblok for introducing this capability!
• We can now evaluation every x epochs in ModelWrapper.train_and_test_on_datasets.

What's Changed

• Fix doc for NLP example by @Dref360 in #241
• #246 Fix issue where training was not kept consistent by @Dref360 in #249
• Baal in Production Notebook | Classification | NLP | Hugging Face by @nitish1295 in #245
• Add code walkthrough for CIFAR10 by @Dref360 in #253
• Deprecate shuffle prop in favor of PowerSampling by @Dref360 in #260
• docs: use correct link to experiment script by @arthur-thuy in #267
• added setting to skip x epochs when using train_and_test_on_datasets by @studentWUR in #258
• Add caching mechanism for MCDropout by @Dref360 in #268
• Improve get_indices_for_active_step by caching the result according t… by @Dref360 in #269

New Contributors

• @nitish1295 made their first contribution in #245
• @arthur-thuy made their first contribution in #267
• @studentWUR made their first contribution in #258

Deprecation

We will deprecate shuffle_prop in favor of PowerSampling. Look here to know more about PowerBALD!

Full Changelog: v1.7.0...v1.8.0