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Fork with notes and code from ODSC East training on tidymodels packages and forecasting tools by Jared Lander

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R Class

This is an empty repo to initialize an R project for class at ODSC: Modern Machine Learning in R Parts I & II.

Please follow all instructions to set up your environment for the training. Skimming the instructions often leads to errors, so be sure to read everything.

Install R and RStudio

This is just like installing any other program.

Getting the Repo

In order to get the most out of class you have to be working in this project. There are three ways to get this project on your computer.

Choose one of these methods.

  1. Clone the repo using the command line
  2. Clone the repo using the RStudio GUI
  3. Use the {usethis} package to download and unzip the repo

Please only follow one of these methods. Attempting more than one can lead to errors.

Command Line

This assumes you have git installed.[1]

Run this command in the command line or shell.[2]

git clone https://github.com/jaredlander/odsceast2021.git

Then open the odsceast2021.Rproj file.

RStudio Gui

This assumes you have git installed.

Click File > New Project.

Click Version Control.

Click Git.

Choose a folder in the Create project as a subdirectory of field.

Paste https://github.com/jaredlander/odsceast2021[3] in the Repository URL field.

usethis Package

Run these commands in the R console.

# install usethis package
install.packages('usethis')

# get the repo
newProject <- usethis::use_course('https://github.com/jaredlander/odsceast2021/archive/main.zip')

Be sure to select the positive prompts such as yes, yeah, etc.

This will open the project in a new RStudio window.

After any of these methods you should have a new RStudio project called odsceast2021 or odsceast2021-main. You can see this in the top right of RStudio (the name in the image may be different).

Finish Setup

Setting up all of the needed packages[4] and data will be handled by running the following line of code in the R console.

source('prep/setup.r')

If asked to compile from source, select no.

Otherwise, answer y to any questions asked in the terminal.

All Done

That’s everything. You should now do all of your work for this class in this project.

If It Still Does Not Work

If you are still having trouble setting up the project and getting everything installed, sign up for an RStudio.cloud account, contact the TA and ask for access to the class project.[5]

Footnotes

[1] Can also be done with ssh instead of https.

[2] Or git clone [email protected]:jaredlander/odsceast2021.git for ssh.

[3] Or [email protected]:jaredlander/odsceast2021.git for ssh.

[4] Linux users might need to install libxml2-dev and zlib1g-dev

[5] The compute instance has limited processing and memory so performance on some topics may be suboptimal.

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