English-to-Hindi language translation model using neural machine translation with seq2seq architecture.
Dataset used for training was taken from http://www.manythings.org/anki/. File contains 2778 parallel english and hindi sentences.
Model uses a sequence to sequence architecture along with Attention.
Encoder model is an LSTM along with embeddings.
Decoder model is an LSTM with Attention mechanism.