Andrew Tom's Projects
β¨special β¨ repository - README.md
Personal Website
The most cited deep learning papers
Applied regression algorithms on craft beer datasets to predict BeerAdvocate ratings.
Processes bitcoin binary data to flat file formats suitable for import to other development/analysis tools. Licensed under standard apache open source license. Attribution is appreciated.
Mastering Bitcoin - Unlocking digital currencies
Python-based tools for the Bitcoin cryptocurrency system
Classified drought levels at Summer's end (2000-2013) for reservoirs in Southern California using storage data and exogenous variables.
Scientific names, common names, native status, and lifeform for all plants in the CalFlora Database.
Lesson repository for Github Actions Deep Dive (1074)
General Assembly's Data Science course in Washington, DC
Command line utilities for data analysis
Metis Data Science Bootcamp - Official Prework Repository
Using the Jupyter notebook for data science. My personal templates and resources.
The prework for Metis Data Science Bootcamp
Analytical solutions in print and mobile advertisements to expand users on CUPS - a NY-based coffee payment and discovery platform.
Practice your pandas skills!
Unsupervised topic modeling of print journalism corpora ranging from tabloid articles to broadsheet articles. Trained a classifier to distinguish between tabloid and broadsheet articles.
The "Python Machine Learning" book code repository and info resource
RISE: "Live" Reveal.js Jupyter/IPython Slideshow Extension
Tutorials, Worked Examples, and Random Wizardry
The textbook Computational and Inferentinal Thinking: The Foundations of Data Science
Suggesting new restaurants to Yelp users, based off the star ratings of other Yelp users who have reviewed similar or the same restaurants as the user