Please refer my blog for detailed explanation: https://medium.com/@harshall.lamba/word-level-english-to-marathi-neural-machine-translation-using-seq2seq-encoder-decoder-lstm-model-1a913f2dc4a7
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Translating English sentences to Marathi using Neural Machine Translation