Steven Zych's repositories
capstone_project
Automated sentiment analysis and Twitter chatbots for brand outreach. Blog linked below provides a common-language overview of the project. Capstone project for Flatiron School.
left_center_right_statistics
Statistical and probabilistic analysis of the dice game Left Center Right.
spell_generator
Quick Dungeons & Dragons project to entertain myself. Takes in a few parameters and randomly generates a new spell for players to use.
tanzanian_wells
Testing multiple machine-learning algorithms to best predict potential water-well failure in Tanzania.
d100_alternate_advantage_mechanic
Probabilistic exploration of rolling two ten-sided dice and combing their value as `str(roll_1) + str(roll_2)` or vice versa for usage in tabletop roleplaying games.
d322111_or_slant_d6
Looking at rolling 6-sided dice with faces labeled [1, 1, 1, 2, 2, 3] for usage in tabletop roleplaying games, such as Dungeons & Dragons.
my_brothers_tweets
Undecided NLP project using my brother's tweets as data.
oop_rpg_practice
Practicing OOP concepts by imitating the inventory system of RPG video games.
spam_detection
Early-stage NLP project. NLP for spam detection and a simple educational game to follow.
tweet-sentiment
Using NLP in Python to predict tweet sentiment as positive, negative, or neutral.