Part 2 of a series of notebooks for teaching ML to early college students in an 8 week summer lab session. Covers Pandas.
A differential approach to probabilistic modeling in Dex
Part 1 of a series of notebooks for teaching ML to early college students in an 8 week summer lab session.
Literate WebGL blog on Quaternion rotation with a Dex implementation.
Thu 01 October 2020 in Dex
A typed Pandas-style visualization notebook.
A course taught at Cornell Tech where students build up the infrastructure behind vector autodifferentiation.
Literate blog on typed NN layers rotation with a Dex implementation.
Literate blog serving as a tutorial for most of the series of Dex posts .
A visual description of the adaptive sparse attention technique.
A visual description of banded sparse matrices, a really useful and underused form of sparsity.
Sat 05 January 2019 in Rants
Polemic about how tensors should be named in ML programming languages
Sat 05 January 2019 in Rants
Part 2 of a Polemic about how tensors should be named in ML programming languages.
In this post I present an "annotated" version of the paper in the form of a line-by-line implementation. I have reordered and deleted some sections from the original paper and added comments throughout.
