wyattowalsh
cookin' up some code 👨🍳 :octocat: :bowtie: :shipit: 📈
@jpmorganchaseNew York City, New York, United States of America
Pinned Repositories
data-science-notes
Open-source project hosted at https://makeuseofdata.com to crowdsource a robust collection of notes related to data science (math, visualization, modeling, etc)
explorations-in-envy-free-allocations
A small project to using the AMPL modeling language to formulate, CPLEX to solve, and Python to visualize mixed-integer linear programs for several envy-free fair division problems. Includes a full research paper and a Jupyter notebook with the results datasets and visualizations.
higher-education-simulation
Full Python implementation of an agent-based simulation model of generalized higher education institutions. Thousands of experiments are conducted and model feature significance is found through regression, SHAP, and permutation.
NBA-attendance-prediction
Attendance prediction tool for NBA games using machine learning. Full pipeline implemented in Python from data ingestion to prediction. Attained mean absolute error of around 800 people (about 5% capacity) on test set.
nbadb
Data Extraction (from https://stats.nba.com) and Processing Scripts to Produce the NBA Database on Kaggle (https://kaggle.com/wyattowalsh/basketball)
regularized-linear-regression-deep-dive
Explanations and Python implementations of Ordinary Least Squares regression, Ridge regression, Lasso regression (solved via Coordinate Descent), and Elastic Net regression (also solved via Coordinate Descent) applied to assess wine quality given numerous numerical features. Additional data analysis and visualization in Python is included.
sports-analytics
Data collection, processing, visualization, modeling, and ideation in the space of sports analytics
wyattowalsh
This repository contains the necessary files for my profile's README. This includes multiple GitHub Actions as well as dynamic content.
wyattowalsh's Repositories
wyattowalsh/nbadb
Data Extraction (from https://stats.nba.com) and Processing Scripts to Produce the NBA Database on Kaggle (https://kaggle.com/wyattowalsh/basketball)
wyattowalsh/wyattowalsh
This repository contains the necessary files for my profile's README. This includes multiple GitHub Actions as well as dynamic content.
wyattowalsh/explorations-in-envy-free-allocations
A small project to using the AMPL modeling language to formulate, CPLEX to solve, and Python to visualize mixed-integer linear programs for several envy-free fair division problems. Includes a full research paper and a Jupyter notebook with the results datasets and visualizations.
wyattowalsh/personal-website
Files for my personal web app, w4w.dev. Built using Vercel, Typescript, NextJS, tailwindcss, SCSS, shadcn-ui, yourls, rss, AWS. Currently on V6! 👨💻
wyattowalsh/macaron
a python cookiecutter project boilerplate using the best tools
wyattowalsh/topic-mapper
wyattowalsh/aranea
wyattowalsh/AutoKB
wyattowalsh/better-scaffold
wyattowalsh/colab-video-upscaler
A video upscaling notebook using Colab
wyattowalsh/crawlwise
wyattowalsh/ghdash
wyattowalsh/gmailmagic
wyattowalsh/knowen
wyattowalsh/mindmap_transformer
wyattowalsh/morphic
An AI-powered search engine with a generative UI
wyattowalsh/music
wyattowalsh/obsidian-plugin-dashboard
wyattowalsh/PandasStyle
wyattowalsh/prompt-snippets
wyattowalsh/rigready
wyattowalsh/stars
wyattowalsh/test
wyattowalsh/tester
wyattowalsh/tlink
wyattowalsh/topical
wyattowalsh/trafilatura
Python & Command-line tool to gather text and metadata on the Web: Crawling, scraping, extraction, output as CSV, JSON, HTML, MD, TXT, XML
wyattowalsh/trendsdashboard
wyattowalsh/vault-generator
wyattowalsh/w4w