Steven Worthington's repositories
AI-Expert-Roadmap
Roadmap to becoming an Artificial Intelligence Expert in 2022
basketball_reference_web_scraper
NBA Stats API via Basketball Reference
beyond-bar-and-box-plots
Hands–on code to create and style chart alternatives with ggplot2
cnn-explainer
Learning Convolutional Neural Networks with Interactive Visualization.
CSCI-E-83
Course materials for CSCI E-83
Deep-Learning-A-Visual-Approach
All of the figures and notebooks for my deep learning book, for free!
Doing-Bayesian-Data-Analysis-in-brms-and-the-tidyverse
The bookdown version lives here: https://bookdown.org/content/3686
everforest-vscode
Everforest Color Scheme for Visual Studio Code
generalized-additive-models
A document introducing generalized additive models.📈
ggthemr
Themes for ggplot2.
git-remote-dropbox
A transparent bridge between Git and Dropbox - use a Dropbox (shared) folder as a Git remote! 🎁
Harvard_DataMining_Business_Student
For students of Harvard CSCI E-96 Data Mining for Business
hunter-gatherer-diets
Replication R code and data for hunter-gatherer diets project.
introduction-to-machine-learning
A document covering machine learning basics. 🤖📊
jupyter_contrib_nbextensions
A collection of various notebook extensions for Jupyter
knitr_case_studies
Inference case studies in knitr
lmem_sim
Materials for a paper in AMPPS simulation special issue https://osf.io/3cz2e/
nerd-fonts
Iconic font aggregator, collection, & patcher. 3,600+ icons, 50+ patched fonts: Hack, Source Code Pro, more. Glyph collections: Font Awesome, Material Design Icons, Octicons, & more
obsidian_everforest
Everforest theme ported to Obsidian.md
python-causality-handbook
Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.
r-color-palettes
Comprehensive list of color palettes available in R ❤️🧡💛💚💙💜
r4sl
:chart_with_upwards_trend: Machine Learning from the perspective of a Statistician using R
sports_betting
Capstone project repo