Skip to content

StanleyChanGroup/IntroProbDS

master
Switch branches/tags

Name already in use

A tag already exists with the provided branch name. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. Are you sure you want to create this branch?
1 branch 0 tags
Code

Latest commit

@stanchan
stanchan Merge pull request #16 from bishta/master
622a26c Dec 25, 2021
Merge pull request #16 from bishta/master 
Code Review Chapters 4, 6, 7 (partial), and 8
622a26c

Git stats

Files

Permalink
Failed to load latest commit information.
Type
Name
Latest commit message
Commit time
.gitignore
Ignore vim swapfiles
November 3, 2021 11:10
README.md
Fix README formatting
December 24, 2021 22:06
cameraman.tif
Upload cameraman.tif
November 3, 2021 11:10
ch01.py
Add changes to chapter 1 code
November 25, 2021 16:27
ch01.r
Add changes to chapter 1 code
November 25, 2021 16:27
ch03.py
Add photon shot noise
December 6, 2021 20:22
ch03.r
Clean up photon shot noise
December 6, 2021 18:33
ch04.r
Refactor chapter 4 (forgot to commit)
December 24, 2021 10:44
ch05.R
finished chapter 5
December 18, 2021 03:46
ch06.r
Chapter 6 reviewed
December 24, 2021 11:55
ch07.r
Add TODOs
December 24, 2021 22:03
ch08.r
Chapter 8 review complete
December 24, 2021 21:57
ch10.r
Make 10.7 use only R base pkg
December 6, 2021 17:27
ch10_LPC_data.txt
Add chapter 10.6 data
November 16, 2021 17:54
ch10_LPC_data_02.txt
Add LPC data part 2
November 16, 2021 17:54
ch10_wiener_deblur_data.txt
Add wiener data
November 16, 2021 20:36
ch3_data_english.txt
Add chapter 3 data
November 25, 2021 16:35
ch7_data_crime.txt
Add ch7 crime data
December 24, 2021 12:44
ch9.r
Created ch9.r
December 23, 2021 19:38
IntroProbDS R Code Review Status

README.md

IntroProbDS

R code to accompany Introduction to Probability for Data Science by Stanley H. Chan https://probability4datascience.com/index.html

This holds R translations of the Matlab and Python code that accompanies the book.

R Code Review Status

  • Chapter 1
  • Chapter 2
  • Chapter 3
  • Chapter 4
  • Chapter 5 (Code not completed)
  • Chapter 6
  • Chapter 7 (In progress; adding missing pieces of code)
    • Robust regression by linear programming
    • Overfitting example
    • LASSO Regression
    • LASSO vs Ridge
  • Chapter 8
  • Chapter 9
  • Chapter 10

About

No description, website, or topics provided.

Resources

Readme
Activity

Stars

0 stars

Watchers

0 watching

Forks

4 forks

Releases

No releases published

Contributors 5

Languages