tysonpond

Graduate from the University of Vermont (M.S. Mathematics).

Pinned Repositories

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.
Language:Jupyter Notebook0 1 00
implicit
Fast Python Collaborative Filtering for Implicit Feedback Datasets
Language:Python0 0 00
lending-club-risk
Analyzed LendingClub loan data to determine factors associated with loan default. Built machine learning models to predict probability of default.
Language:Jupyter Notebook2 1 00
lightfm
A Python implementation of LightFM, a hybrid recommendation algorithm.
Language:Python0 0 00
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.
Language:Jupyter Notebook10
social-networks-collection
A collection of social and information networks, ready to use
Language:Python00
symbolic-transfer-entropy
My implementation of Symbolic Transfer Entropy (STE): a measure of asymmetric information flow between stochastic processes.
Language:Python10 0 04
twitter_clone
A social media app, with features borrowed from Twitter, implemented with Django and React.
Language:Python0 1 00
tysonpond.github.io
My personal website
Language:HTML00

tysonpond/symbolic-transfer-entropy
My implementation of Symbolic Transfer Entropy (STE): a measure of asymmetric information flow between stochastic processes.
Language:Python10 0 04
tysonpond/lending-club-risk
Analyzed LendingClub loan data to determine factors associated with loan default. Built machine learning models to predict probability of default.
Language:Jupyter Notebook2 1 00
tysonpond/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.
Language:Jupyter Notebook10
tysonpond/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.
Language:Jupyter Notebook0 1 00
tysonpond/implicit
Fast Python Collaborative Filtering for Implicit Feedback Datasets
Language:Python0 0 00
tysonpond/lightfm
A Python implementation of LightFM, a hybrid recommendation algorithm.
Language:Python0 0 00
tysonpond/social-networks-collection
A collection of social and information networks, ready to use
Language:Python00
tysonpond/twitter_clone
A social media app, with features borrowed from Twitter, implemented with Django and React.
Language:Python0 1 00
tysonpond/tysonpond.github.io
My personal website
Language:HTML00