Hamel Husain hamelsmu
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hamelsmu
/ markdown-details-collapsible.md
Created
December 20, 2019 03:23
— forked from pierrejoubert73/markdown-details-collapsible.md
How to add a collapsible section in markdown.
hamelsmu
/ AttentionWithContext.py
Created
June 30, 2018 03:51
— forked from cbaziotis/AttentionWithContext.py
Keras 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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| def dot_product(x, kernel): | |
| """ | |
| Wrapper for dot product operation, in order to be compatible with both | |
| Theano and Tensorflow | |
| Args: | |
| x (): input | |
| kernel (): weights | |
| Returns: | |
| """ | |
| if K.backend() == 'tensorflow': |