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Commits on Mar 23, 2020

• (bentrevett#86) fixed typo

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• (bentrevett#87) fixed typos

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Commits on Mar 12, 2020

• (bentrevett#83) fixed comment typos and added attention x v matmul tensor sizes.

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Commits on Feb 25, 2020

• (bentrevett#79) fixed src_len tensor size in encoder

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Commits on Feb 3, 2020

• updated notebooks to reflect change of v from tensor to linear layer

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• Merge pull request bentrevett#75 from M-e-r-c-u-r-y/master

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Commits on Feb 2, 2020

• Updated Attention Class to make v a Linear layer to simplify code

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• Updated Attention Class to make v a Linear layer to simplify code

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Commits on Jan 28, 2020

• no longer passing modules/layers as arguments to transformer

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Commits on Jan 22, 2020

• changed v initialization from rand to randn. added some more description about v

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• (bentrevett#71) typo on convseq2seq intro

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Commits on Jan 21, 2020

• max length for positional encoding is now an optional parameter

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• max length for positional encoding is now an optional parameter

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• clarified difference between tokens and embeddings of tokens

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• clarified difference between tokens and embeddings of tokens

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• clarified difference between tokens and embeddings of tokens

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• updated required pytorch and torchtext

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• updated explanations for color change in the backward gru images

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• re-ran model and updated inference explanations

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• updated bleu score comment

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• changed 'you' to remove personal text

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• mentioned words are actually embedded words. change i/you to we/us

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• mentioned how words are actually embedded

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• updated assets/images to include embedding layer

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• removed bleu file as now using torchtext.metrics bleu

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• added official torchtext bleu implementation

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• reran with pytorch 1.4 and torchtext 0.5

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Commits on Jan 13, 2020

• fixed colab links

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• added google colab links

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• finished write-up for transformer notebook

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Commits on Jan 10, 2020

• wrote up half of the transformer tutorial

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Commits on Dec 5, 2019

• (bentrevett#62) fixed bleu score calculation

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Commits on Dec 2, 2019

• cleaned up plotting code

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• increased model size for better bleu score. changed constants to CAPITALS. more standard weight initialization function. some formatting.

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Commits on Nov 27, 2019

• added bleu to notebook tutorial 6

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