GitHub - vasisthasinghal/Machine_Translation: Machine Translation models (with and without attention) to convert sentences in Tamil to Hindi. Transformer models are also used for this same task and performance is compared.

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Machine Translation models (with and without attention) to convert sentences in Tamil to Hindi. Transformer models are also used for this same task and performance is compared.

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Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
Machine_Translation.ipynb		Machine_Translation.ipynb
Transformer.ipynb		Transformer.ipynb
q3_dec_wts.pt		q3_dec_wts.pt
q3_enc_wts.pt		q3_enc_wts.pt
q4_decoder_weights.pt		q4_decoder_weights.pt
q4_encoder_weights.pt		q4_encoder_weights.pt
q5_wts.pt		q5_wts.pt
tam_embed.npy		tam_embed.npy
tam_embed_q5.npy		tam_embed_q5.npy
testen.txt		testen.txt
testta.txt		testta.txt
trainen.txt		trainen.txt
trainta.txt		trainta.txt
withAttention.ipynb		withAttention.ipynb

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Machine Translation models (with and without attention) to convert sentences in Tamil to Hindi. Transformer models are also used for this same task and performance is compared.

machine-translation pytorch transformer deeplearning attention-mechanism tokenization multihead-attention pytorch-implementation

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