aabor/rstudio docker image is based on official rocker/tidyverse image which contains RStudio and basic tidyverse packages. For precise and full description of installed packages in aabor/rstudio image, please, refer to corresponding Dockerfile.
Build is automated by SCM polling
openssh enabled.
Different Fonts 'TrueType', 'OpenType', Type 1, web fonts, etc.
Java 8
openxlsx, XLConnect (Java dependent)
R packages for C++
A Tool Kit for Working with Time Series in R
timetk
Bringing financial analysis to the 'tidyverse'
tidyquant
R Interface to the Yacas Computer Algebra System
Ryacas
Functions for latent class analysis, short time Fourier transform, fuzzy clustering, support vector machines, shortest path computation, bagged clustering, naive Bayes classifier
e1071
Gaussian Mixture Modelling for Model-Based Clustering, Classification, and Density Estimation
mclust
Companion to Applied Regression
car
A range of axis labeling algorithms
labeling
Forecasting Functions for Time Series and Linear Models
forecast
Linear Mixed-Effects Models using 'Eigen' and S4
lme4
Classification and Regression Training
caret
Breiman and Cutler's Random Forests for Classification and Regression
randomForest
Solve optimization problems using an R interface to NLopt. NLopt is a freegcopen-source library for nonlinear optimization.
nloptr
A collection of dimensionality reduction techniques from R packages and a common interface for calling the methods
dimRed
A collection of tests, data sets, and examples for diagnostic checking in linear regression models.
lmtest
Core survival analysis routines, including definition of Surv objects, Kaplan-Meier and Aalen-Johansen (multi-state) curves, Cox models, and parametric accelerated failure time models.
survival
Based Publication Ready Plots
ggpubr
Provides text and label geoms for 'ggplot2' that help to avoid overlapping text labels. Labels repel away from each other and away from the data points
ggrepel
Network Analysis and Visualization
igraph
Generate and serve an HTTP API from R functions
plumber
logging # usufull for concurrent applications
aabor/rstudio-finance docker image is based on aabor/rstudio and adds R financial libraries for financial trading, forcasting.
quantmod, qrmtools, rugarch.
Fourier integrals, Kalman filter, jump detection.
BEST, bayesm, bsts, evdbayes, bsamGP ecc.
MCMCpack, mcmcse, sgmcmc ecc.
For precise and full description of installed packages in aabor/rstudio-finance, please, refer to corresponding Dockerfile
aabor/rstudio-text docker image is based on aabor/rstudio and adds R libraries for text processing: qdap, topicmodels, textmineR, tesseract, stringdist among others. For precise and full description of installed packages in aabor/rstudio-text, please, refer to corresponding Dockerfile.
poppler and corresponding R package pdftools for Text Extraction, Rendering and Converting of PDF Documents. Utilities based on libpoppler for extracting text, fonts, attachments and metadata from a PDF file. Also supports high quality rendering of PDF documents info PNG, JPEG, TIFF format, or into raw bitmap vectors
Creates containers:
rstudio
rstudio-finance
rstudio-text
nbdatascience
Build is triggered in Jenkins via Webhook
Generic Webhook Trigger > Trigger builds remotely (e.g., from scripts) > Authentication Token
Use the following URL to trigger build remotely: JENKINS_URL/job/rstudio/build?token=TOKEN_NAME or /buildWithParameters?token=TOKEN_NAME Optionally append &cause=Cause+Text to provide text that will be included in the recorded build cause