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update week 46
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‎doc/pub/week46/html/._week46-bs000.html‎

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('And the corresponding one with PyTorch',
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None,
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'and-the-corresponding-one-with-pytorch')]}
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'and-the-corresponding-one-with-pytorch'),
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('Dynamical ordinary differential equation',
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2,
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'dynamical-ordinary-differential-equation'),
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('The Runge-Kutta-4 code', 2, None, 'the-runge-kutta-4-code'),
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('Using the above data to train an RNN',
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2,
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None,
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'using-the-above-data-to-train-an-rnn')]}
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<!-- navigation toc: --> <li><a href="._week46-bs061.html#summary-of-lstm" style="font-size: 80%;">Summary of LSTM</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs062.html#lstm-implementation-using-tensorflow" style="font-size: 80%;">LSTM implementation using TensorFlow</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs063.html#and-the-corresponding-one-with-pytorch" style="font-size: 80%;">And the corresponding one with PyTorch</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs064.html#dynamical-ordinary-differential-equation" style="font-size: 80%;">Dynamical ordinary differential equation</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs065.html#the-runge-kutta-4-code" style="font-size: 80%;">The Runge-Kutta-4 code</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs066.html#using-the-above-data-to-train-an-rnn" style="font-size: 80%;">Using the above data to train an RNN</a></li>
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@@ -348,7 +360,7 @@ <h4>Week 46, November 10-14</h4>
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<li><a href="._week46-bs008.html">9</a></li>
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<li><a href="._week46-bs009.html">10</a></li>
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‎doc/pub/week46/html/._week46-bs001.html‎

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('And the corresponding one with PyTorch',
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2,
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None,
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'and-the-corresponding-one-with-pytorch')]}
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'and-the-corresponding-one-with-pytorch'),
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('Dynamical ordinary differential equation',
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2,
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None,
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'dynamical-ordinary-differential-equation'),
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('The Runge-Kutta-4 code', 2, None, 'the-runge-kutta-4-code'),
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('Using the above data to train an RNN',
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2,
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None,
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'using-the-above-data-to-train-an-rnn')]}
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end of tocinfo -->
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<body>
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<!-- navigation toc: --> <li><a href="._week46-bs061.html#summary-of-lstm" style="font-size: 80%;">Summary of LSTM</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs062.html#lstm-implementation-using-tensorflow" style="font-size: 80%;">LSTM implementation using TensorFlow</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs063.html#and-the-corresponding-one-with-pytorch" style="font-size: 80%;">And the corresponding one with PyTorch</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs064.html#dynamical-ordinary-differential-equation" style="font-size: 80%;">Dynamical ordinary differential equation</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs065.html#the-runge-kutta-4-code" style="font-size: 80%;">The Runge-Kutta-4 code</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs066.html#using-the-above-data-to-train-an-rnn" style="font-size: 80%;">Using the above data to train an RNN</a></li>
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<li><a href="._week46-bs009.html">10</a></li>
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<li><a href="._week46-bs010.html">11</a></li>
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‎doc/pub/week46/html/._week46-bs002.html‎

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('And the corresponding one with PyTorch',
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2,
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None,
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'and-the-corresponding-one-with-pytorch')]}
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'and-the-corresponding-one-with-pytorch'),
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('Dynamical ordinary differential equation',
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2,
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None,
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'dynamical-ordinary-differential-equation'),
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('The Runge-Kutta-4 code', 2, None, 'the-runge-kutta-4-code'),
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('Using the above data to train an RNN',
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2,
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None,
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'using-the-above-data-to-train-an-rnn')]}
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<!-- navigation toc: --> <li><a href="._week46-bs061.html#summary-of-lstm" style="font-size: 80%;">Summary of LSTM</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs062.html#lstm-implementation-using-tensorflow" style="font-size: 80%;">LSTM implementation using TensorFlow</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs063.html#and-the-corresponding-one-with-pytorch" style="font-size: 80%;">And the corresponding one with PyTorch</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs064.html#dynamical-ordinary-differential-equation" style="font-size: 80%;">Dynamical ordinary differential equation</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs065.html#the-runge-kutta-4-code" style="font-size: 80%;">The Runge-Kutta-4 code</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs066.html#using-the-above-data-to-train-an-rnn" style="font-size: 80%;">Using the above data to train an RNN</a></li>
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<li><a href="._week46-bs010.html">11</a></li>
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<li><a href="._week46-bs011.html">12</a></li>
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‎doc/pub/week46/html/._week46-bs003.html‎

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('And the corresponding one with PyTorch',
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2,
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None,
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'and-the-corresponding-one-with-pytorch')]}
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'and-the-corresponding-one-with-pytorch'),
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('Dynamical ordinary differential equation',
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2,
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None,
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'dynamical-ordinary-differential-equation'),
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('The Runge-Kutta-4 code', 2, None, 'the-runge-kutta-4-code'),
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('Using the above data to train an RNN',
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2,
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None,
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'using-the-above-data-to-train-an-rnn')]}
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<!-- navigation toc: --> <li><a href="._week46-bs061.html#summary-of-lstm" style="font-size: 80%;">Summary of LSTM</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs062.html#lstm-implementation-using-tensorflow" style="font-size: 80%;">LSTM implementation using TensorFlow</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs063.html#and-the-corresponding-one-with-pytorch" style="font-size: 80%;">And the corresponding one with PyTorch</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs064.html#dynamical-ordinary-differential-equation" style="font-size: 80%;">Dynamical ordinary differential equation</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs065.html#the-runge-kutta-4-code" style="font-size: 80%;">The Runge-Kutta-4 code</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs066.html#using-the-above-data-to-train-an-rnn" style="font-size: 80%;">Using the above data to train an RNN</a></li>
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‎doc/pub/week46/html/._week46-bs004.html‎

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('And the corresponding one with PyTorch',
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None,
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'and-the-corresponding-one-with-pytorch')]}
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'and-the-corresponding-one-with-pytorch'),
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('Dynamical ordinary differential equation',
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2,
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None,
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'dynamical-ordinary-differential-equation'),
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('The Runge-Kutta-4 code', 2, None, 'the-runge-kutta-4-code'),
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('Using the above data to train an RNN',
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2,
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None,
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'using-the-above-data-to-train-an-rnn')]}
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<!-- navigation toc: --> <li><a href="._week46-bs061.html#summary-of-lstm" style="font-size: 80%;">Summary of LSTM</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs062.html#lstm-implementation-using-tensorflow" style="font-size: 80%;">LSTM implementation using TensorFlow</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs063.html#and-the-corresponding-one-with-pytorch" style="font-size: 80%;">And the corresponding one with PyTorch</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs064.html#dynamical-ordinary-differential-equation" style="font-size: 80%;">Dynamical ordinary differential equation</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs065.html#the-runge-kutta-4-code" style="font-size: 80%;">The Runge-Kutta-4 code</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs066.html#using-the-above-data-to-train-an-rnn" style="font-size: 80%;">Using the above data to train an RNN</a></li>
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‎doc/pub/week46/html/._week46-bs005.html‎

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('And the corresponding one with PyTorch',
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'and-the-corresponding-one-with-pytorch')]}
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'and-the-corresponding-one-with-pytorch'),
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('Dynamical ordinary differential equation',
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2,
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None,
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'dynamical-ordinary-differential-equation'),
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('The Runge-Kutta-4 code', 2, None, 'the-runge-kutta-4-code'),
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('Using the above data to train an RNN',
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2,
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None,
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'using-the-above-data-to-train-an-rnn')]}
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<!-- navigation toc: --> <li><a href="._week46-bs061.html#summary-of-lstm" style="font-size: 80%;">Summary of LSTM</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs062.html#lstm-implementation-using-tensorflow" style="font-size: 80%;">LSTM implementation using TensorFlow</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs063.html#and-the-corresponding-one-with-pytorch" style="font-size: 80%;">And the corresponding one with PyTorch</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs064.html#dynamical-ordinary-differential-equation" style="font-size: 80%;">Dynamical ordinary differential equation</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs065.html#the-runge-kutta-4-code" style="font-size: 80%;">The Runge-Kutta-4 code</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs066.html#using-the-above-data-to-train-an-rnn" style="font-size: 80%;">Using the above data to train an RNN</a></li>
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‎doc/pub/week46/html/._week46-bs006.html‎

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('And the corresponding one with PyTorch',
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'and-the-corresponding-one-with-pytorch')]}
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'and-the-corresponding-one-with-pytorch'),
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('Dynamical ordinary differential equation',
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2,
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None,
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'dynamical-ordinary-differential-equation'),
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('The Runge-Kutta-4 code', 2, None, 'the-runge-kutta-4-code'),
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('Using the above data to train an RNN',
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2,
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None,
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'using-the-above-data-to-train-an-rnn')]}
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<!-- navigation toc: --> <li><a href="._week46-bs061.html#summary-of-lstm" style="font-size: 80%;">Summary of LSTM</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs062.html#lstm-implementation-using-tensorflow" style="font-size: 80%;">LSTM implementation using TensorFlow</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs063.html#and-the-corresponding-one-with-pytorch" style="font-size: 80%;">And the corresponding one with PyTorch</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs064.html#dynamical-ordinary-differential-equation" style="font-size: 80%;">Dynamical ordinary differential equation</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs065.html#the-runge-kutta-4-code" style="font-size: 80%;">The Runge-Kutta-4 code</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs066.html#using-the-above-data-to-train-an-rnn" style="font-size: 80%;">Using the above data to train an RNN</a></li>
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‎doc/pub/week46/html/._week46-bs007.html‎

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('And the corresponding one with PyTorch',
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'and-the-corresponding-one-with-pytorch')]}
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'and-the-corresponding-one-with-pytorch'),
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('Dynamical ordinary differential equation',
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2,
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None,
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'dynamical-ordinary-differential-equation'),
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('The Runge-Kutta-4 code', 2, None, 'the-runge-kutta-4-code'),
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('Using the above data to train an RNN',
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2,
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None,
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'using-the-above-data-to-train-an-rnn')]}
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<body>
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<!-- navigation toc: --> <li><a href="._week46-bs061.html#summary-of-lstm" style="font-size: 80%;">Summary of LSTM</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs062.html#lstm-implementation-using-tensorflow" style="font-size: 80%;">LSTM implementation using TensorFlow</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs064.html#dynamical-ordinary-differential-equation" style="font-size: 80%;">Dynamical ordinary differential equation</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs065.html#the-runge-kutta-4-code" style="font-size: 80%;">The Runge-Kutta-4 code</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs066.html#using-the-above-data-to-train-an-rnn" style="font-size: 80%;">Using the above data to train an RNN</a></li>
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‎doc/pub/week46/html/._week46-bs008.html‎

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('And the corresponding one with PyTorch',
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'and-the-corresponding-one-with-pytorch')]}
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'and-the-corresponding-one-with-pytorch'),
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('Dynamical ordinary differential equation',
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2,
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None,
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'dynamical-ordinary-differential-equation'),
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('The Runge-Kutta-4 code', 2, None, 'the-runge-kutta-4-code'),
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('Using the above data to train an RNN',
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2,
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None,
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'using-the-above-data-to-train-an-rnn')]}
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<body>
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<!-- navigation toc: --> <li><a href="._week46-bs061.html#summary-of-lstm" style="font-size: 80%;">Summary of LSTM</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs062.html#lstm-implementation-using-tensorflow" style="font-size: 80%;">LSTM implementation using TensorFlow</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs063.html#and-the-corresponding-one-with-pytorch" style="font-size: 80%;">And the corresponding one with PyTorch</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs064.html#dynamical-ordinary-differential-equation" style="font-size: 80%;">Dynamical ordinary differential equation</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs065.html#the-runge-kutta-4-code" style="font-size: 80%;">The Runge-Kutta-4 code</a></li>
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<!-- navigation toc: --> <li><a href="._week46-bs066.html#using-the-above-data-to-train-an-rnn" style="font-size: 80%;">Using the above data to train an RNN</a></li>
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