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Treescope: Interactive HTML visualization library for Python neural networks (github.com/google-deepmind)
65 points by zerojames 43 days ago | hide | past | favorite | 6 comments



"Treescope was originally developed as the pretty-printer for the Penzai"

Penzai: JAX research toolkit for building, editing, and visualizing neural nets https://news.ycombinator.com/item?id=40107007


The headline buries the lede!

> Treescope is an interactive HTML pretty-printer and N-dimensional array ("tensor") visualizer designed for machine learning and neural networks research in IPython notebooks

Its major feature, from the readme, seems to be graphical visualisation. There's a screenshot a page or two down. It's a little more than an "Interactive HTML Pretty-Printer" which I interpreted as a HTML formatter / syntax highlighter you could interact with.


If anyone can suggest an accurate, neutral, non-abbreviated title that fits HN's 80 char limit, we can exhume the lede.


How about

> Treescope: HTML pretty-printer & tensor visualizer for ML/NN Research in iPython


Treescope: Interactive HTML Visualization Library for Python Neural Networks.


Let's give that a go. Thanks!




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