Matt Rosinski's repositories
prompt-code
Calls ChatGPT API to return suggest text
bayesian-analysis-hpi
Exercises in Bayesian data analysis in R
python-data-visualization
Python Data Visualization course code and examples
art-from-code
Daniella Navarro presentation rconf 2022
BAP3
Figures and code examples from Bayesian Analysis with Python (third edition)
bayes-toolbox
bayes-toolbox
bayesian-analysis-recipes
A collection of Bayesian data analysis recipes using PyMC3
bayesian-bakeoff
https://youtu.be/uyznG61myy0?si=vmu_qWnOp8iFFNYi
causal-inference-in-python-code
Code for the Book Causal Inference in Python
causalpy
Using PyMC and CausalPy for causal analysis
course22
fastai course 2022 version
dagitty
Graphical analysis of structural causal models / graphical causal models.
fastsetup
Setup all the things
free_r_tips
Free R-Tips is a FREE Newsletter provided by Business Science. It comes with bite-sized code tutorials every Tuesday.
learnbayes-justin-bois
Live coding session with Justin Bois on Aug 10th 2023
makegif
Tools to make and modify gifs
micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
nn-zero-to-hero
Neural Networks: Zero to Hero
practical-python
Practical Python Programming (course by @dabeaz)
pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
pymc-examples
Examples of PyMC models, including a library of Jupyter notebooks.
Python-and-R
For the Python + R Newsletter on LinkedIn
RTutor
A Shiny app that generates R code using OpenAI. http://RTutor.ai
shiny-user-interfaces
Following the book 'Outstanding User Interfaces with Shiny' by David Granjon
stat_rethinking_2023
Statistical Rethinking Course for Jan-Mar 2023
ThinkBayes2
Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.
timetk
Time series analysis in the `tidyverse`