DC-NNMN: Across Components Fault Diagnosis Based on Deep Few-Shot Learning

Table 2

Algorithm pseudocode.

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Algorithm: deep convolution near neighbor matching networks

, , , is the number of query set

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Require:: Distribution over tasks

Require:: step size hyperparameters

(1) randomly initialize

(2) while not done do

(3)  Sample batch of tasks

(4)  for all t do

(5)   Evaluate with respect to examples

(6)   Compute adapted parameters with Adam:

(7)  end for

(8)  Update:

   Adam ()

(9) end while

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