tmthyjames

Achoo

Achoo uses a Raspberry Pi to predict if my son will need his inhaler on any given day using weather, pollen, and air quality data. If the prediction for a given day is above a specified threshold, the Pi will email his school nurse, and myself, notifying her that he may need preemptive treatment. Community-sourced health monitoring!

SQLCell

SQLCell is a magic function for the Jupyter Notebook that executes raw, parallel, parameterized SQL queries with the ability to accept Python values as parameters and assign output data to Python variables while concurrently running Python code. And *much* more.

cypher

Easily retrieve music lyrics

tmthyjames.github.io

Personal website.

AchooUI

Home for Achoo's default UI.

botdonking

Bot, Don King is an automatic Reddit promoter that can post to multiple sub-reddits at the sub-reddits' optimal times.

cficdf

Concept Frequency—Inverse Concept Document Frequency. Much like TFIDF, but will find semantic similarities using word vectors, and therefore count all similar concepts as one.

pimirror

Smart raspberry-pi powered mirror for my wife.

dewey

Dewey automates my son's daily to-do list (using Trello).

advent-of-code-22

my advent of code code

animate.css

🍿 A cross-browser library of CSS animations. As easy to use as an easy thing.

ds-meetup-ml-repro

Data Science Chattanooga Meetup material for the talk on Reproducible Machine Learning

ds-meetups

Data Science Chattanooga Meetup Material

elliott

equals42

finicky

freelance-template

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

gensim

Topic Modelling for Humans

hlda

Gibbs sampler for the Hierarchical Latent Dirichlet Allocation topic model

ladner

modeltracker

helper function to track changes to models in R

pyLDAvis

Python library for interactive topic model visualization. Port of the R LDAvis package.

pyxel

A retro game development environment in Python

ross-keahilani

scikit-learn

scikit-learn: machine learning in Python

serverless-prez

serverless presentation

ShelfSpace_Optimisation

Linear integer Programming using Python and Excel

surge

A math problem generator for my son that gets more difficult as he gets better, powered by a flask restful API.

tidy-text-mining

Manuscript of the book "Tidy Text Mining with R" by Julia Silge and David Robinson

xcessiv

A web-based application for quick and scalable hyperparameter tuning and stacked ensembling in Python.