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GlobalFishingWatch / vessel-scoring

Apache License 2.0
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Nnets #37

Closed bitsofbits closed 8 years ago

bitsofbits commented 8 years ago

Closes #39

Still in progress, but @redhog , take a look if you like. The code is exercised in CompareSingleModels. The Tensorflow stuff is in vessel_scoring\nnet_model.py, while the Theano model that it is mostly based on is in nnet_model_proto.py. The code runs and has reasonable accuracy, but is nasty and needs a bunch of refactoring / rewriting.

bitsofbits commented 8 years ago

@redhog, It turns out that there is some higher level stuff in Tensor flow that didn't make it into the tutorials, so this can probably cleaned up substantially. One thing is sklearn style front end (https://github.com/tensorflow/skflow),