1 - Sequence to Sequence Learning with Neural Networks.ipynb
1 Sequence to Sequence Learning with Neural Networks.ipynb
1a - small example forward only.ipynb
1b - Sequence to Sequence Learning with Neural Networks.ipynb
1c -En-Hi seq-seq Learning with Neural Networks.ipynb
2 - Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation.ipynb
2a - Sequence to Sequence Learning with Neural Networks.ipynb
2b - En-Hi_Sequence to Sequence Learning with Neural Networks-Copy1.ipynb
3 - Neural Machine Translation by Jointly Learning to Align and Translate.ipynb
3a - small example forward only.ipynb
3b -NMT by Jointly Learning to Align and Translate.ipynb
3c -en_hi_NMT by Jointly Learning to Align and Translate.ipynb
4 - Packed Padded Sequences, Masking, Inference and BLEU.ipynb
4a_NMT_Attention_RNN_improved.ipynb
5 - Convolutional Sequence to Sequence Learning.ipynb
6 - Attention is All You Need.ipynb
6a - Attention is all you need small_forward_only.ipynb
6b - Attention is All You Need.ipynb
6c - using_nn_mltihead_attention.ipynb
6d - using_nn_transformer.ipynb
Appendix1_PositionwiseFeedForward.ipynb
Appendix2_LayerNorm_BatchNorm.ipynb
Appendix3_Hindi_tokeinzation.ipynb
Appendix4_Attention_encoder_self.ipynb
Appendix5_Attention_encoder_decoder.ipynb
Appendix6_Attention_decoder_self.ipynb
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