Prasanna Sattigeri

Update `BNNRegression` to support iterating over dataloader during `fit` similar to `BNNClassification`. https://github.com/IBM/UQ360/blob/main/uq360/algorithms/variational_bayesian_neural_networks/bnn.py#L54 https://github.com/IBM/UQ360/blob/main/uq360/algorithms/variational_bayesian_neural_networks/bnn.py#L216

Add Temperature Scaling option to ClassificationCalibration algorithm.

2

Add Temperature Scaling option to `ClassificationCalibration` algorithm Relevant Paper: http://proceedings.mlr.press/v70/guo17a.html

We need to add shape checks to inputs. This is a much needed enhancement to avoid salient bugs in metrics computations.