cobriant Goto Github PK

320data

advent_2020

conway

crepon

datasciencer

a curated list of R tutorials for Data Science, NLP and Machine Learning

dplyrmurdermystery

This is the data set needed to solve the dplyr murder mystery which is not entirely unlike the SQL murder mystery

ec320_lab1

Install R and RStudio, read the introduction, and do koans 1 and 2: vectors and pipes.

ec320_lab2

tibbles and intro to lm

ec320_lab3

dplyr

ec320_lab5

ec320lab4

dplyr murder mystery!

ec320lab7and8

More on ggplot2 and defining lm models with transformations of variables

ec320lab9

short data project on log transformations with lm and the issue of multicollinearity

inverse_reinforcement_learning

Replication in R of "Algorithms for Inverse Reinforcement Learning" (Ng and Russell, 2000)

lost-stats.github.io

Source code for the Library of Statistical Techniques

notes

old_github

orgmode_templates

qelp

This is a set of beginner friendly help docs for commonly used functions in R and the tidyverse.

rextendr_gridworld

rextendr_value_iteration_gridworld

rstheme_generator

students_dataset

tidy_econ

Econometrics with the Tidyverse: A Flipped Classroom Experience

tidy_econometrics

tidyverse

Easily install and load packages from the tidyverse

tidyverse_illustrated

some notes on my ipad for beginner programmers

tidyverse_koans

The Koans walk you along the path to enlightenment in order to learn the tidyverse, from dplyr to ggplot2 to purrr. I designed the koans for a 400 level econometrics course, so some extra attention goes to dealing with econometrics-type problems in R.

value_iteration

vaporwave.rstheme

💜 vaporwave inspired theme for RStudio 💜