Corrected bugs in the BNN and moved relevant code from torchbnn to remove its dependency. Split log_sigma per layer, so that one can do proper empirical Bayes.

Allow for three model options: Ridge, ARD and BNN.

See merge request !13

Removed multi output optimization for ARD, since it does not work in this case. Use generic parallelization.

BNN optimization.

See merge request !12

Includes input energy parameter in the model and adds non-linearities

See merge request !11

Handle multi-pulse data

See merge request !10