Package Information for Data Science Questions
Data Science - Python
Ubuntu 24.04 LTS with Python 3.12.9 supports Python notebooks using IPython Kernel and utilities curl, git, vim, unzip, wget, and zip.
Package | Version |
altair | 4.2.0 |
beautifulsoup4 | 4.11.1 |
bokeh | 2.4.3 |
bottleneck | 1.3.4 |
cloudpickle | 2.0.0 |
dask | 2022.5.2 |
dill | 0.3.5 |
matplotlib | 3.5.2 |
missingno | 0.4.2 |
nltk | 3.6.7 |
numba | 0.55.1 |
numexpr | 2.7.3 |
numpy | 1.21.6 |
pandas | 1.4.2 |
patsy | 0.5.2 |
plotly | 5.8.0 |
pytables | 3.7.0 |
pytorch | 2.3.0 |
scikit-image | 0.19.2 |
scikit-learn | 1.1.1 |
scipy | 1.8.1 |
seaborn | 0.11.2 |
sqlalchemy | 1.4.36 |
statsmodels | 0.13.2 |
sympy | 1.10.1 |
tensorflow | 2.8.1 |
torchaudio | 0.11.0 |
torchtext | 0.12.0 |
torchvision | 0.12.0 |
xgboost | 1.5.1 |
xlrd | 2.0.1 |
Data Science - R
Ubuntu 24.04 LTS with R 4.1.3 and Python 3.12.9 supports R notebooks using IRkernel (R Kernel for Jupyter) and utilities curl, git, vim, unzip, wget, and zip.
Package | Version |
caret | 6.0.92 |
coro | 1.0.2 |
crayon | 1.5.1 |
devtools | 2.4.3 |
dplyr | 1.0.9 |
forecast | 8.16 |
ggplot2 | 3.3.6 |
ggraph | 2.0.5 |
ggrepel | 0.9.1 |
hexbin | 1.28.2 |
knitr | 1.39 |
mlr3 | 0.13.3 |
nycflights13 | 1.0.2 |
plotly | 4.10.0 |
purrr | 0.3.4 |
randomforest | 4.7.1.1 |
rcurl | 1.98.1.6 |
rodbc | 1.3.19 |
rsqlite | 2.2.8 |
shiny | 1.7.1 |
tensorflow | 2.8.2 |
tidymodels | 0.2.0 |
tidyquant | 1.0.4 |
tidyr | 1.2.0 |
tidyverse | 1.3.1 |
torch | 1.10.2 |
torchaudio | 0.2.0 |
torchdatasets | 0.1.0 |
torchvision | 0.4.1 |
xgboost | 1.5.1 |
xml2 | 1.3.3 |
Data Science - Julia
Ubuntu 24.04 LTS with Julia 1.7.3 and Python 3.12.9 supports Julia notebooks using IJulia kernel and utilities curl, git, vim, unzip, wget, and, zip.
Package | Version |
CategoricalArrays | 0.10.6 |
Clustering | 0.14.2 |
DataFrames | 1.3.4 |
DecisionTree | 0.10.12 |
Distances | 0.10.7 |
Distributions | 0.25.61 |
Flux | 0.13.3 |
GLM | 1.8.0 |
Gadfly | 1.3.4 |
HDF5 | 0.16.9 |
HypothesisTests | 0.10.10 |
Interact | 0.10.4 |
KernelDensity | 0.6.3 |
Lasso | 0.6.3 |
Loess | 0.5.4 |
LogExpFunctions | 0.3.15 |
LossFunctions | 0.8.0 |
MLBase | 0.9.0 |
MLDataPattern | 0.5.4 |
MLDataUtils | 0.5.4 |
MLDatasets | 0.7.1 |
MLJ | 0.18.2 |
MLJLinearModels | 0.6.2 |
MLLabelUtils | 0.5.7 |
Metalhead | 0.7.1 |
MixedModels | 4.6.4 |
MultivariateStats | 0.9.1 |
PlotlyJS | 0.18.8 |
Plots | 1.29.0 |
RDatasets | 0.7.7 |
ShiftedArrays | 1.0.0 |
StatsBase | 0.33.16 |
StatsFuns | 1.0.1 |
StatsKit | 0.3.1 |
StatsModels | 0.6.30 |
StatsPlots | 0.14.34 |
Survival | 0.2.2 |
TableTransforms | 1.1.1 |
Tables | 1.7.0 |
TimeSeries | 0.23.0 |