wyattowalsh

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/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)

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/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.

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 website, w4w.dev. Built using NextJS, Typescript, MUI, and MDX, the site hosts my bio, resume, projects, blog, and social media links.

wyattowalsh/poetry-dependency-updater

A Python script for automatically updating all dependencies in a Poetry-managed project to their latest versions.

wyattowalsh/introduction-to-discrete-optimization

wyattowalsh/awesome-chatgpt-store

A curated list of awesome custom GPTs

wyattowalsh/basic-template

A basic template to get a new repo built quickly

wyattowalsh/cerrussell

wyattowalsh/chatgpt-prompts

wyattowalsh/cookiecutter-pyblueprint

wyattowalsh/cookiecutter-pytemplate

wyattowalsh/creative-profile-readme

A Collection of GitHub Profiles with awesome readme

wyattowalsh/docs-template

wyattowalsh/jupyter-copy-button

wyattowalsh/mindmap_transformer

wyattowalsh/MusicVerse

wyattowalsh/obsidian-stats

wyattowalsh/PandasStyle

wyattowalsh/prompts-ai

Advanced playground for GPT-3

wyattowalsh/PyAlign

wyattowalsh/pyproxyhelper

a simple Python3 proxy utility

wyattowalsh/python-boilerplate

wyattowalsh/SigNoize

wyattowalsh/smart-proxies

wyattowalsh/SpiderWebs

wyattowalsh/waka-readme-stats

This GitHub action helps to add cool dev metrics to your github profile Readme

wyattowalsh/ycom-analysis