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on 17-Jun-2025 (Tue)

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Flashcard 7708321123596

Tags
#deep-learning #keras #lstm #python #sequence
Question
The key to the memory cell are [...]. These too are weighted functions that further govern the information flow in the cell.
Answer
the gates

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The key to the memory cell are the gates. These too are weighted functions that further govern the information flow in the cell.

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Annotation 7708323220748

#RNN #ariadne #behaviour #consumer #deep-learning #priority #recurrent-neural-networks #retail #simulation #synthetic-data
In the context of behaviour prediction, we want to understand how previous consumer actions influence model predictions: How does order probability change when products are put into the cart? Does it decrease significantly if a consumer does not return to a webshop for two days? Answers to these questions are consumer-specific; they depend on the complete consumer history
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As machine learning models become ubiquitous in our everyday lives, demand for explaining their predictions is growing [5, 16, 14]. In the context of behaviour prediction, we want to understand how previous consumer actions influence model predictions: How does order probability change when products are put into the cart? Does it decrease significantly if a consumer does not return to a webshop for two days? Answers to these questions are consumer-specific; they depend on the complete consumer history

Original toplevel document (pdf)

cannot see any pdfs