Improve implementation of batchwise kernel matrix computation

[ojcobb]

There are various ways that the functions alibi_detect.utils.pytorch.distance.batch_compute_kernel_matrix and alibi_detect.utils.tensorflow.distance.batch_compute_kernel_matrix can be made more efficient.

Also providing options for computing the parts needed for linear time estimators makes sense for future.