fix more broken markdown links
We fix more markdown links in markdown files that refer to files internally to the web site. Added tmp tools to find and print various markdown links: * `tmp/md-links.sh` - print all markdown links * `tmp/md-token-links.sh` - print all markdown links that start with a **%%TOKEN%%** * `tmp/md-local-links.sh` - print all markdown links to a local file * `tmp/md-link-paths.sh` - print local file paths referenced in markdown links Fixed a number of markdown formatting problems with `thanks-for-help.md`. Fixed markdown links to files in `thanks-for-help.md`. Improved heading levels in `thanks-for-help.md`, and made entry sections consistent. Changed all markdown links that end in "))" to end in a better way. Explained in `markdown.md` why we are avoiding markdown links that end in "))". Ran `make www` to perform the above. TODO: Fix stuff we broke by mistake doing the above. TODO: Fix more broken markdown links.
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@@ -246,7 +246,7 @@ 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 [overfitting or underfitting][7].
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As part of the training process, the data set (which for OMLET is the
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[Shakespeare.txt](Shakespeare.txt) file you gave on the command line) is divided into
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[Shakespeare.txt](Shakespeare.txt)file you gave on the command line) is divided into
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[training and validation sets][8] (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).
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@@ -578,7 +578,7 @@ 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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<a href="Shakespeare.txt">Shakespeare.txt</a>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>At the end of the validation run, OMLET writes out a checkpoint file with a
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