⌗ Dataframes.
⌗⌗ Paired Dataframes.
💾 General Input/Output.
⬤⬤ Sets.
🔤 Strings encoding/decoding.
🗃 File paths Input/Output.
🏷 Classification.
✨ Clustering.
✨ Correlations.
✨ Differences.
📈 Data fitting.
📊 Data normalization.
⬤⬤ Comparison between sets.
📈🔖Annotating visualisations.
🔧 Subplot-level adjustments.
📈 Diagrams.
📈 Distribution plots.
📈 Wrapper around Series plotting functions.
📈📈Annotating figure.
📈💾 Visualizations Input/Output.
📈 Line plots.
📈 Scatter plots.
📈⬤⬤ Plots of sets.
📈🎨✨ Visualizations theming.
⚙️🗺️ Reading multiple configs.
⚙️⏩ Running multiple tasks.
⚙️⏩ Workflow using notebooks
ℹ️ Available command line tools and their usage.
roux --help
🗺️ Read configuration.
roux read-config path/to/file
🗺️ Read metadata.
roux read-metadata path/to/file
⭐ Remove *'s from a jupyter notebook'.
roux removestar path/to/notebook
💾 Backup a directory with a timestamp (ISO).
roux backup path/to/directory
pip install roux # with basic dependencies
pip install roux[all] # with all the additional dependencies (recommended).
With additional dependencies as required:
pip install roux[viz] # for visualizations e.g. seaborn etc.
pip install roux[data] # for data operations e.g. reading excel files etc.
pip install roux[stat] # for statistics e.g. statsmodels etc.
pip install roux[fast] # for faster processing e.g. parallelization etc.
pip install roux[workflow] # for workflow operations e.g. omegaconf etc.
pip install roux[interactive] # for interactive operations in jupyter notebook e.g. watermark, icecream etc.
@software{Dandage_roux,
title = {roux: Streamlined and Versatile Data Processing Toolkit},
author = {Dandage, Rohan},
year = {2024},
url = {https://zenodo.org/doi/10.5281/zenodo.2682670},
version = {0.1.2},
note = {The URL is a DOI link to the permanent archive of the software.},
}