Jayaram Prabhu Durairaj bicepjai
bicepjai
/ AttentionWithContext.py
Last active
October 24, 2017 01:25
— forked from rmdort/AttentionWithContext.py
Keras 2.0 Layer that implements an Attention mechanism, with a context/query vector, for temporal data. Supports Masking. Follows the work of Yang et al. [https://www.cs.cmu.edu/~diyiy/docs/naacl16.pdf] "Hierarchical Attention Networks for Document Classification"
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| import tensorflow.contrib.keras as keras | |
| import tensorflow as tf | |
| from keras.engine import Layer, InputSpec | |
| from keras import regularizers, initializers, constraints | |
| from keras import backend as K | |
| class AttentionWithContext(Layer): |