Tyson Pond's repositories
symbolic-transfer-entropy
My implementation of Symbolic Transfer Entropy (STE): a measure of asymmetric information flow between stochastic processes.
lending-club-risk
Analyzed LendingClub loan data to determine factors associated with loan default. Built machine learning models to predict probability of default.
my-spotify
Developed a data collection pipeline for collecting my Spotify activity every day. Built a web app, utilizing d3.js, to visualize and showcase my data.
ice-cream-data-dashboard
Analyzed ice cream customer reviews using NLP. Assessed product performance. Built an interactive R Shiny app to allow for tailored insights.
implicit
Fast Python Collaborative Filtering for Implicit Feedback Datasets
lightfm
A Python implementation of LightFM, a hybrid recommendation algorithm.
social-networks-collection
A collection of social and information networks, ready to use
twitter_clone
A social media app, with features borrowed from Twitter, implemented with Django and React.
tysonpond.github.io
My personal website