mgsosna

Commute_Data

Visualizations of my daily commute

jewelry

Decorators for data science

spamCatch

Everyone's favorite SMS spam classification... with a fancy frontend!

mattsosna.com

A blog written in Jekyll

sql_fun

Messing around with DB's

clusterKing

Test famous clustering algorithms with a nice frontend

flask_apps

Experimentation with Flask

frontend_fun

Little projects in JavaScript

ML_projects

Having some fun with maching learning

t-tests_vs_ANOVA

Visualizations of the danger of multiple t-test comparisons

artificial_humanity

An interactive text-based video game with a branching storyline. Can you find the imposter on the ship?

code_samples

explainML

A Flask app for easily visualizing model predictions

food_db

For-loops_v_apply

A tutorial for comparing the computational speed of for loops vs. apply in R

Rotation_v_Polarization

R, Python, and Julia functions for calculating global rotation and global polarization for a group of animals, given their x-, y-coordinates and orientations.

storeDB

text_helper

Use NLP to provide simple reports on strings, text files, and webpages