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Data Science - Python
Ubuntu 22.04 LTS with Python 3.9.12 supports Python notebooks using IPython Kernel and utilities curl, git, vim, unzip, wget, and zip. There is no GPU support.
| 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 | 1.11.0 |
| 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 22.04 LTS with R 4.1.3 and Python 3.9.12 supports R notebooks using IRkernel (R Kernel for Jupyter) and utilities curl, git, vim, unzip, wget, and zip. There is no GPU support.
| 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 22.04 LTS with Julia 1.7.3 and Python 3.9.12 supports Julia notebooks using IJulia kernel and utilities curl, git, vim, unzip, wget, and, zip. There is no GPU support.
| 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 |