Catalyst 20.10.1

[20.10.1] - 2020-10-15

Added

• MRR metrics calculation (#886)
• docs for MetricCallbacks (#947)
• SoftMax, CosFace, ArcFace layers to contrib (#939)
• ArcMargin layer to contrib (#957)
• AdaCos to contrib (#958)
• Manual SWA to utils (#945)

Changed

• fixed path to CHANGELOG.md file and add information about unit test to PULL_REQUEST_TEMPLATE.md ([#955])(#955)
• catalyst-dl tune config specification - now optuna params are grouped under study_params (#947)
• IRunner._prepare_for_stage logic moved to IStageBasedRunner.prepare_for_stage (#947)
  • now we create components in the following order: datasets/loaders, model, criterion, optimizer, scheduler, callbacks
• MnistMLDataset and MnistQGDataset data split logic - now targets of the datasets are disjoint (#949)
• architecture redesign (#953)
  • experiments, runners, callbacks grouped by primitives under catalyst.experiments/catalyst.runners/catalyst.callbacks respectively
  • settings and typing moved from catalyst.tools.* to catalyst.*
  • utils moved from catalyst.*.utils to catalyst.utils
• swa moved to catalyst.utils (#963)

Removed

Fixed

• AMPOptimizerCallback - fix grad clip fn support (#948)
• removed deprecated docs types (#947) (#952)
• docs for a few files (#952)
• extra backward compatibility fixes (#963)