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A complete guide to learn translations between any language pairs. This blog deals with generating translation for Hindi language from given English text. The methodology we use for the task at hand is motivated by an open source library a pyTorch implementation of which is available in python language. The library is called Open-NMT (Open-Source Neural Machine Translation) It is designed to be research-friendly for deep learning enthusiasts to implement their ideas in the domain of machine translation, summarization, image to text conversion, morphology, etc.