This is my submission for the Quora Question Pairs problem on Kaggle. Link to the problem can be found here.
- ONLY Download the Jupyter Notebook from the repository.(If you want to clone, you need to use Git LFS, because "submission.csv" > 50MB)
- Place it in a working directory
- In the working directory, extract the train.csv and test.csv files which can be downloaded from here.
- Open the jupyter notebook. (It is recommended to use a GPU for training).
- pip install everything which is in the import libraries section.
- Run all the cells.
A Siamese Network is used to find out the similarity between questions. The feature vector for each question is calculated using gensim's Doc2Vec implementation.
This is a Siamese Network. The architecture of the base network is shown below.
