Comments (1)
cgorman
commented on August 10, 2024
If I'm understanding your question correctly, you may be able to reuse this chunk of code for your goals. The output would be a list of 2D coordinates of the best matching neurons for an input batch. That would be the batch formulation for getting the best matching units, and since it's only a few operations I think you could use a very large batch size. All you would need to compute this is the SOM weight matrix, a batch of input vectors, and the location_vects tensor from the SOM class.
If I misunderstood your question let me know!
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Related Issues (9)
- Does not work on Color data HOT 3
- Session No longer supported in tf v2.0 HOT 1
- Where is Jupyter Notebook? HOT 3
- Fix _make_activity_op HOT 1
- Cannot create a tensor proto whose content is larger than 2GB HOT 1
- Mini-batch training incorrectly implemented? HOT 2
- Alpha value seems to grow with epochs HOT 2
- Fix get_centroids and map_vects functions HOT 2
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