mattHawthorn

sk-torch

A wrapper around pytorch module objects with a sklearn-like interface, allowing boilerplate-free training of complex neural nets.

cacheproperty

A subclass of python's builtin property class that removes boilerplate by implementing the _hidden_attribute pattern with a single decorator call. Also facilitates invalidation of the cached hidden attribute with a `@cacheproperty.invalidate` decorator on any other methods or properties in a class.

advent_of_code_2022

My solutions to the advent of code 2022 challenges

asciify

command line tool to turn images into ascii art

carefree-automated-language-models

Tool to build efficient vector space and n-gram language models from a stream of arbitrarily-structured documents using builtin python data types. Never store a token more than once- always use an ID. Count n-grams with tries, not tables. Make everything easily configurable. Build a language model CALMly- spend your time thinking about preprocessing choices, not the implementation.

CongressPolarization

A project to visualize polarization and alliances in the US Congress throughout its history. Analysis with Python + pandas & numpy, storage with Sqlite3, visualization with d3.js/HTML/CSS.

ADHoCMLP

Almost-Done (Always Developing) Homebrew Categorical Multi-Layer Perceptron

advent_of_code_2021

Artistically crafted solutions to the Advent of Code 2021 problems with a consistent interface

advent_of_code_2023

My solutions to the advent of code 2023 challenges

CellsD3

A continuous-state 1-D cellular automaton implemented using D3.js.

cookiecutter-hypermodern-python

Hypermodern Python Cookiecutter

Corpus-Explorer

A tool for modeling a corpus with an LDA topic model and visualizing/searching the results in a Shiny app

datatable-vs-dataframe

Functions for simple benchmarking of data.frame vs data.table operations on identical inputs, with utilities for graphing the output

infixable

h = f |o>> g in Python, plus other neat functional tricks like h = f *o>> g and h = f **o>> g

math_genealogy_explorer

Eventual home of an interactive tool to explore the origin and evolution of mathematical ideas

matty_dotfiles

mystics_and_simpletons

How One Mathematician Dutifully Fulfills the Stereotype of Being Woefully Socially Inept

pandera

A light-weight, flexible, and expressive pandas data validation library

parray

framework for parallelized array ops in python

PianoTuner

A Python package for optimizing piano tuning sequences from a set of target pitches

python-human-regex

More understandable alternatives for Python regular expressions

TextMiningFinal

tuning_theory_talk

Paper wrapping up the content of a talk on the mathematics of tuning systems that I gave to the UofL Mathematics Club in 2014

typing_inspect

Runtime inspection utilities for Python typing module