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1. Capstone Capstone Public

   Forked from matt-pitz/Capstone

   Developed PacePerfect, a personalized running app using collaborative filtering models (SVD, KNN) that analyzes training patterns to recommend customized running plans, reducing recommendation erro…

   Jupyter Notebook 1

2. MIDS-W251-ML-At-Scale MIDS-W251-ML-At-Scale Public

   Created an ensemble machine learning model using decision trees, random forests, gradient-boosted trees, and multilayer perceptron to predict flight delays, achieving an F2 score of 0.558 (nearly 5…

   HTML

3. MIDS_W207 MIDS_W207 Public

   For this project, our team will predict the predominant forest cover type from strictly cartographic variables, such as elevation, slope, and soil type.

   Jupyter Notebook

4. w266-final-project w266-final-project Public

   Forked from apschlissel/w266-final-project

   This project investigates the impact of deslanging—replacing slang terms with standard English equivalents—on the accuracy of subreddit classification for Reddit self-posts using a variety of machi…

   Jupyter Notebook

5. MIDS_W200 MIDS_W200 Public

   This Python script identifies all valid Scrabble words from a given rack of 2–7 letters, including wildcard support (`?` and `*`). It scores each word using a custom `score_word` function and retur…

   Python

6. MIDS-W241-Experiments-and-Causality MIDS-W241-Experiments-and-Causality Public

   Design and executed a between subjects survey experiment assessing human perception of ChatGPT vs. human generated marketing tweets. We procured n = 790 cleaned survey responses and found that Chat…