add a problem about LSTM #81
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moe18
reviewed
Oct 11, 2024
| <p>First time step ((t = 1)):</p> | ||
| <p>[ | ||
| \begin{aligned} | ||
| f_1 &= \sigma(0.5 \times 1.0 + 0.1) = 0.6487 \ |
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should end each line with \ so it goes to the next line
| <ul> | ||
| <li>(W_f, W_i, W_c, W_o) are weight matrices for the forget gate, input gate, cell state, and output gate respectively.</li> | ||
| <li>(b_f, b_i, b_c, b_o) are bias vectors.</li> | ||
| <li>(\sigma) is the sigmoid activation function.</li> |
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should be (\sigma) so it renders correctly
| <li>(W_f, W_i, W_c, W_o) are weight matrices for the forget gate, input gate, cell state, and output gate respectively.</li> | ||
| <li>(b_f, b_i, b_c, b_o) are bias vectors.</li> | ||
| <li>(\sigma) is the sigmoid activation function.</li> | ||
| <li>(\circ) denotes element-wise multiplication.</li> |
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should be (\circ) so it renders correctly
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It is a regular LSTM layer, should be medium or hard diffcult