[models.model] Explicitly set the datamodule batch-size to 1 to avoid issues when running in an combo-experiment

[models.model] Implement to() method to move all computing to the designated accelerator device, including losses and augmentations

Implement command-line configurable data augmentations

See merge request biosignal/software/mednet!48

Set datamodule batch size

Closes #77

See merge request biosignal/software/mednet!47

Remove deprecation warnings (closes #76)

Closes #76

See merge request biosignal/software/mednet!45

Make code and tests flexible to the use of a pre-processed Montgomery dataset...

Closes #73, #75, and #74

See merge request biosignal/software/mednet!44

[tests] Centralize histogram production; Fix tests to only verify existing references and error if not all references are checked

Make code and tests flexible to the use of a pre-processed Montgomery dataset to speed-up testing where possible (closes #74)

Host documentation on readthedocs.org

See merge request biosignal/software/mednet!43

Add more train info into experiment table and relocate trainlog.pdf path. #69

Closes #69

See merge request biosignal/software/mednet!41

Fixes unresolvable cuda environment making nvidia channel more prioritary

See merge request biosignal/software/mednet!42

Lightning acc

Closes #25

See merge request biosignal/software/mednet!40

Add indication of lowest validation loss epochs on loss plots

Closes #70

See merge request biosignal/software/mednet!39