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[WIP] Add two feature sampling methods for graphs #337
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Not quite sure how to deal with different sized tabs cause tabs in C++ files vary in size. Can be 8 spaces or 4 or 2.... |
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These are two methods for graph valued data.
Graph-Edge-MORF randomly takes one row of the adjacency matrices, then randomly samples some number of elements of that row based on
patch_height_min
andpatch_height_max
. The sum of the selected elements is the new feature for that graph.Graph-Node-MORF randomly samples n \in [patch_height_min, patch_height_max] integers between
[1, image_height]
. You take the rows and cols based on the sampled integers, and sum the values in that small square. This is the new feature for that graph.