sentence-similarity

semantic similarity model using LSTM in TensorFLow

Install Dependencies

pip install kaggle seaborn pandas numpy scikit-learn keras tensorflow fuzzywuzzy gensim

Embeddings

Glove 6b 200d embdeddings were used. Download here

Question Occurences

Word COunt

Fuzzy Ratios

Character count

Question Lengths

Difference in Lengths

Common Words

Word Cloud

Dataset

kaggle competitions download -c quora-question-pairs