Matt Dube's repositories
Bayesian-Statistics
This repository holds slides and code for a full Bayesian statistics graduate course.
BDA_course_Aalto
Bayesian Data Analysis course at Aalto
BigBookofR
The biggest collection of R books (and maybe later some other resources too)
dotfiles
tmux, neovim config files
Hands-On-Data-Analysis-with-Pandas-2nd-edition
Materials for following along with Hands-On Data Analysis with Pandas – Second Edition
ISLP_2
ISLP package: data and code for labs
Julia-Workshop
JuliaCon 2022 - Introduction to Julia Tutorial
machine-learning-book
Code Repository for Machine Learning with PyTorch and Scikit-Learn
ML-foundations
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
ml_on_tabular_data
Code for the new Manning book on machine learning on tabular datasets
Neovim-from-scratch
A Neovim config designed from scratch to be understandable
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
python-data-visualization
Python Data Visualization course code and examples
python-workout
Files for the Python Workout book
qmk_firmware
Open-source keyboard firmware for Atmel AVR and Arm USB families
scikit-learn-mooc-1
scikit-learn-mooc
The-Data-Science-Workshop
A New, Interactive Approach to Learning Data Science
The-Data-Wrangling-Workshop
pandas, numpy, matplotlib, data-wrangling
The-Kaggle-Book
Code Repository for The Kaggle Book, Published by Packt Publishing
tiny_python_projects-1
Learning Python through test-driven development of games and puzzles
tutorials
Notebooks/scripts for youtube tutorials