.. meta:: :description: Reference documentation for the responsible AI toolbox (rAI-toolbox). .. _toolbox-reference: ######### Reference ######### Encyclopedia Responsibilia. All reference documentation includes detailed Examples sections. Please scroll to the bottom of any given reference page to see the examples. Wherever possible, the features provided by the rAI-toolbox are designed to: 1) adhere to common PyTorch APIs – for natural compatibility with popular machine learning frameworks and libraries – and 2) to be agnostic to the domain of application. E.g., our APIs for :ref:`optimizing data perturbations ` are compatible with any tensor-based data; we do not assume that users are interested only in computer vision and natural language processing applications. .. toctree:: :maxdepth: 2 :caption: Contents: ref_optim ref_perturbation ref_datasets ref_augmentations ref_losses ref_mushin ref_utils