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on 30-Sep-2025 (Tue)

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Flashcard 7760959114508

Tags
#deep-learning #keras #lstm #python #sequence
Question

The choice of activation function is most important for the output layer as it will define the format that predictions will take.

Binary Classification (2 class) : Logistic activation function, or [...] , and one neuron the output layer.

Answer
sigmoid

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choice of activation function is most important for the output layer as it will define the format that predictions will take. Binary Classification (2 class) : Logistic activation function, or <span>sigmoid , and one neuron the output layer. <span>

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#feature-engineering #lstm #recurrent-neural-networks #rnn
link donors' first names to the average age pyramid of said first names in the population to infer donors' age
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Some contestants linked the donors' ZIP codes to publicly-available Census bureau data to infer education attainment, income, number of children, age, etc., or have linked donors' first names to the average age pyramid of said first names in the population to infer donors' age

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Flashcard 7760963833100

Tags
#deep-learning #keras #lstm #python #sequence
Question
Truncated Backpropagation [...] Time, or TBPTT, is a modified version of the BPTT training algorithm
Answer
Through

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Truncated Backpropagation Through Time, or TBPTT, is a modified version of the BPTT training algorithm

Original toplevel document (pdf)

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