fix broken markdown local links in 2019/poikola/README.md
Also added a `make text` Makefile rule to `2019/mills/Makefile`. Ran `bin/readme2index.sh -v 1 2019/poikola` to perform the above.
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@@ -577,10 +577,15 @@ looks like</p>
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validation loss is about 1.72. Comparing the validation loss and the
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training loss will give you an idea of how well the network is learning and
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can let you know if the network is <a href="https://en.wikipedia.org/wiki/Overfitting">overfitting or underfitting</a>.</p>
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<p>As part of the training process, the data set (which for OMLET is the
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<a href="Shakespeare.txt">Shakespeare.txt</a>file you gave on the command line) is divided into
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<p>As part of the training process, the data set, which for OMLET is a
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file you gave on the command line, is divided into
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<a href="https://en.wikipedia.org/wiki/Training,_validation,_and_test_sets">training and validation sets</a> (by default, 95% of the data is used for
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training, but like most OMLET parameters, you can change this at compile-time).</p>
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<p>For examples of input text files, try:</p>
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<pre><code> make text</code></pre>
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<p>and then examine the resulting <code>IOCCC-hints.output.txt</code>
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<code>Shakespeare.output.txt</code> <code>IOCCC-Rules-Guidelines.output.txt</code>
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<code>Eugene_Onegin.output.txt</code> temporary files.</p>
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<p>At the end of the validation run, OMLET writes out a checkpoint file with a
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name like <code>cp01_1.970</code>. This saves the state of the run at the start of the
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epoch 1, after computing a validation loss of 1.970. The checkpoint is
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