ISLR
Neptune.jl
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ISLR  Neptune.jl  

4  1  
54  69  
    
0.0  0.0  
over 2 years ago  almost 2 years ago  
R  Julia  
  GNU General Public License v3.0 or later 
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ISLR

An Introduction to Statistical Learning with Applications in Python
It’s a well known machine learning book. I’ve read through it and done the exercises in R.
https://github.com/melling/ISLR
There’s an edX course from the authors:

R Markdown: The Definitive Guide
I recently discovered R Markdown. Started doing the ISLR examples with it.
https://github.com/melling/ISLR/blob/main/chapter08/08_Lab02...
https://github.com/melling/ISLR/blob/main/chapter08/08_Lab02...
I need to figure out how to better fit images so I don’t have pages with large gaps
Also, you can now embed executable Python in the files.

The Elements of Statistical Learning [pdf]
I’m up to Chapter 6 in ISLR
https://github.com/melling/ISLR
Would Elements of Statistical Learning be my next book? I’ve seen the Bishop book highly recommended too.
https://www.amazon.com/PatternRecognitionLearningInformat...
Neptune.jl

R Markdown: The Definitive Guide
If you're interested in Pluto.jl, I recently saw an announcement about Neptune.jl[1], which appears to remove some of the reactive nature of Pluto. An interesting read anyway and maybe worth trying.
What are some alternatives?
Pluto.jl  🎈 Simple reactive notebooks for Julia
theelementsofstatisticallearning  My notes and codes (jupyter notebooks) for the "The Elements of Statistical Learning" by Trevor Hastie, Robert Tibshirani and Jerome Friedman
codebraid  Live code in Pandoc Markdown
rmarkdown  Dynamic Documents for R
here_here  I love the here package. Here's why.
jupytext  Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts
StatsWithJuliaBook
ISLR.jl  JuliaLang version of "An Introduction to Statistical Learning: With Applications in R"