NIHCXR Drift Detection - Add dimensionality reduction techniques for CXR datasets

[a-kore]

Features

• Add code to facilitate DR with TorchXRayVision models (classifier, autoencoder)
• Batched parallel processing of images with optional accelerator configuration to provide speed-up.
• Add functionality to cache representations with image_id to save processing time.