# Introduction #
-This package provides a function that generates a dot file from the
-autograd graph.
+This package provides a function that generates a
+[dot file](https://en.wikipedia.org/wiki/DOT_(graph_description_language))
+from a [pytorch](http://pytorch.org) autograd graph.
# Usage #
open('./mlp.dot', 'w'))
```
-which would generate a file mlp.dot, which can then be translated to pdf with
+which would generate a file mlp.dot, which can then be translated to
+pdf using the [Graphviz tools](http://www.graphviz.org/)
```
dot mlp.dot -Lg -T pdf -o mlp.pdf
```
-to produce [mlp.pdf](https://fleuret.org/git-extract/agtree2dot/mlp.pdf).
+to produce [mlp.pdf.](https://fleuret.org/git-extract/agtree2dot/mlp.pdf)