Re-implementation of "Matching Nets for One-Shot Learning"
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debugger.lua
match-nets
README.md
main.lua

README.md

MatchingNets

Re-implementation of "Matching Nets for One-Shot Learning". Project is currently in progress; it runs but the test accuracy is a bit below the numbers reported in the original work.

The setup and training is all done in main.lua. The code implementing the matching network is in match-nets/. The debugger.lua/ folder contains a debugger from here that is useful because Lua does not seem to have a commandline debugger built in. The data/ folder should contain the Omniglot or other image data, and the omniglot_preprocess.py script resizes the images from 105x105 to 28x28, following the original work.