PyTorch/MONAI Backend

Major update over previous versions of this repository. Now data loading and processing is done with PyTorch/MONAI. This results in much much faster data loading compared to nilearn. The resampling function in nilearn was very slow, and now the resampling is 10-20 times faster. I removed old sequences/datasets as they were getting too complicated and too difficult to maintain.