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notebooks-python

A large collection of miscellaneous Jupyter notebooks

Most of these are not fit for public consumption, but here they are anyway!

index

art/: Visually appealing experiments; if I find my old algorithmic-art projects they'll go here

codes/: Ciphers, alphabets, Unicode, etc (not cryptography)

corpora/: A few text corpora

lasers/: Code for SVGs for a laser cutter; final output exists at my house

math/: Mostly little problems that grabbed my attention. Lots of probability, some number theory, some geometry, some Conway's Game of Life

misc/: Silly or unclassifiable things: video games, a puzzle hunt, the "cubic model" for COVID epidemiology

ml/: Machine learning, but mostly small amounts of scratch-work (real work lives elsewhere)

utilities/: Useful tools (only one so far)

best of

art/sim-anneal.ipynb: simulated annealing on random colors

art/unicursal.ipynb: counting unicursal stars and sorting by symmetry

codes/hexrunes.ipynb: weird glyphs to represent hexadecimal

codes/o-utfe.ipynb: implementing the worst Unicode format I know of

codes/quines.ipynb: quines under various restrictions (e.g. no string literals)

lasers/dragon.ipynb: knobbly pieces that fit together into the dragon fractal

lasers/penrose.ipynb: self-similar fractal Penrose tiles

math/ramsey/: probabilistic heuristics for Ramsey numbers

math/cube-puzzle.ipynb: solving a metal geometry puzzle the "easy" way

misc/foodclub.ipynb: over-optimizing a Neopets betting game

ml/gpt-viz/: visualizing the size of GPT models (not quite in terms of param count)

ml/shwep/: transcribing podcast episodes conveniently

utilities/hexbin.ipynb: a scatterplot where data is sparse, a heatmap where it's dense

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