predictive-fleet-maintenance/requirements.txt at main · sourabhgithubcode/predictive-fleet-maintenance · GitHub

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# R Package Dependencies for Predictive Fleet Maintenance Project
# Install using: install.packages(c("package1", "package2", ...))
# Or use renv for better reproducibility

# Core Data Manipulation
dplyr
tidyr
readr
readxl
data.table
purrr
tibble
stringr
forcats
janitor

# Date/Time Handling
lubridate

# Visualization
ggplot2
scales
gridExtra
patchwork

# Machine Learning
randomForest
ranger
caret
e1071

# Clustering and Dimensionality Reduction
cluster
umap

# Survival Analysis
survival
survminer

# Model Evaluation and Diagnostics
pROC
broom
corrplot

# Data Exploration
skimr
naniar

# Interactive Dashboards
shiny
shinydashboard
DT
flexdashboard

# Formatting and Presentation
formattable
knitr
rmarkdown

# Deployment
rsconnect

# Specialty Packages
fmsb
fastDummies
waffle

# Alternative Installation Script
# Copy and paste into R console:
# packages <- c("dplyr", "tidyr", "readr", "readxl", "data.table", "purrr",
#               "tibble", "stringr", "forcats", "janitor", "lubridate",
#               "ggplot2", "scales", "gridExtra", "patchwork", "randomForest",
#               "ranger", "caret", "e1071", "cluster", "umap", "survival",
#               "survminer", "pROC", "broom", "corrplot", "skimr", "naniar",
#               "shiny", "shinydashboard", "DT", "flexdashboard", "formattable",
#               "knitr", "rmarkdown", "rsconnect", "fmsb", "fastDummies", "waffle")
# install.packages(packages)