This project contains several useful stuffs for doing data science with R.
What you can find (under src/util directory):
-
List of frequently used R packages (in
R_package_install_file.R) -
Interactions with AWS S3 and Redshift using PostgreSQL (in
redshift_s3.R) -
Statistical tests (in
tests.R) -
Training of regression and classification models with hyperparameters optimisation via gridsearch and the caret package (in
train-classifiers.Randtrain-regressors.R) -
Common plots for evaluating a binary classification model (in
validate.R) -
Example of doing forecasting (in
forecast.Rmd) -
Example of creating notebook with R markdown (in
forecast.Rmd)