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timvvvht authored Sep 26, 2020
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Expand Up @@ -54,7 +54,7 @@ Includes bi-gram analysis and average word count analysis across different types
![Image of MWC](/images/word_count_comparison.png)

# Training a Recurrent Neural Network
I implemented a recurrent neural network with a bidirectional LSTM layer after an embedding layer using pre-trained GloVe embeddings of 300 dimensions. The details of my implementation can can be found <a href='HKEX_Announcement_Classifier.ipynb'>here</a>.
I implemented a recurrent neural network with a bidirectional LSTM layer after an embedding layer using pre-trained GloVe embeddings of 300 dimensions. The details of my implementation can can be found <a href='HKEx_Announcement_Classifier.ipynb'>here</a>.

The model architecture is as follows:

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