Selecting a resampling algorithm for various image operations

[gboduljak]

Can we support a selection of resampling algorithm (e.g. bilinear, bicubic, nearest ...) for operations such as image_resize and image_resize_smallest_side?

This may be necessary to implement some models, such as CLIP (ml-explore/mlx-examples#315).