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View Code? Open in Web Editor NEWA pedagogical implementation of Autograd
License: MIT License
A pedagogical implementation of Autograd
License: MIT License
Hi @mattjj, can you give a tl;dr behind the decision to Box
nodes in stead of propagating them directly?
A friend sent me this that seems to be accompanying this repository, I was wondering if there were any plans to add a README-style markdown document to this with a sort of "walk through" for what's behind the scenes?
If people would be interested in this, I could work on the code and slides and write something up like this
Docstrings for some key functions and data structures, especially Node
and Box
, might help. Any suggestions for specific places to add docstrings?
In addition to end-to-end examples with the grad
API, it would be nice to see examples playing with Nodes, boxing, vspace, etc. For example, the Node constructions in examples/rkhs.py
were illuminating.
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