mayanksatnalika/siamese_net_experiments

Siamese network using Keras (v2.x)

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My experiments on Quora question similarity challenge

To Run:

Download the dataset available here

Download glove word embeddings and keep them in root folder of project.

Relevant references:

• the orginal research paper
• blog helpful to understand the actual distance metric used in paper.

PS:

• Seems the notebook fails to render most of the times on github and understanding it in raw-fromat close to impossible, use this to properly view the notebook in the browser.
• Code is incomplete, had removed last few blocks to actually verify the output shapes from the network. Need to understand working of np.sum ( ) in much more detailed.