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latest/_sources/examples/index.rst.txt

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dedicated backpropagation function :doc:`mtl_backward <../docs/autojac/mtl_backward>`.
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- :doc:`Instance-Wise Multi-Task Learning (IWMTL) <iwmtl>` shows how to combine multi-task learning
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with instance-wise risk minimization: one loss per task and per element of the batch, using the
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:doc:`autogram.Engine <../docs/autogram/engine>` and a :doc:`GeneralizedWeighting
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<../docs/aggregation/index>`.
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:doc:`autogram.Engine <../docs/autogram/engine>`.
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- :doc:`Recurrent Neural Network (RNN) <rnn>` shows how to apply Jacobian descent to RNN training,
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with one loss per output sequence element.
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- :doc:`Monitoring Aggregations <monitoring>` shows how to monitor the aggregation performed by the

latest/examples/index.html

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dedicated backpropagation function <a class="reference internal" href="../docs/autojac/mtl_backward/"><span class="doc">mtl_backward</span></a>.</p></li>
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<li><p><a class="reference internal" href="iwmtl/"><span class="doc">Instance-Wise Multi-Task Learning (IWMTL)</span></a> shows how to combine multi-task learning
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with instance-wise risk minimization: one loss per task and per element of the batch, using the
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<a class="reference internal" href="../docs/autogram/engine/"><span class="doc">autogram.Engine</span></a> and a <a class="reference internal" href="../docs/aggregation/"><span class="doc">GeneralizedWeighting</span></a>.</p></li>
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<a class="reference internal" href="../docs/autogram/engine/"><span class="doc">autogram.Engine</span></a>.</p></li>
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<li><p><a class="reference internal" href="rnn/"><span class="doc">Recurrent Neural Network (RNN)</span></a> shows how to apply Jacobian descent to RNN training,
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with one loss per output sequence element.</p></li>
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<li><p><a class="reference internal" href="monitoring/"><span class="doc">Monitoring Aggregations</span></a> shows how to monitor the aggregation performed by the

latest/searchindex.js

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