R packages for predictive analytics
These are the libraries that over the years I have found useful repeatedly at work
Text processing
- tm : for text analysis
- quanteda : text processing
Data modeling
- topicmodels : for LDA topic model
- caret: for various data preprocessing functions, regression and classification
- ROCR : model tuning and analysis
- e1071 : building models
Time series
- zoo :time series objects
- xts : times series data manipulation
- quantmod : financial charting and analysis
Workflow
- devtools : for building and managing packages
- testthat : for testing
- roxygen2 : for package documentation
Others
- RSQLite : use sqlite for quick database setup and queries
- RJSONIO : json