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awesome-vega

:chart_with_upwards_trend: Resources leveraging and to leverage the Vega ecosystem.
https://github.com/joaopalmeiro/awesome-vega

Last synced: 2 days ago
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Official
Vega and Vega-Lite
- Packages
  - tfjs-vis - Integrated visualization API for [TensorFlow.js](https://github.com/tensorflow/tfjs).
  - justcharts - Vega-Lite charts in an HTML file.
- Blog posts
  - React and Vega: An Alternative Visualization Example - Example of interactive and linked charts with React, Redux, and Vega ([repo](https://github.com/pbeshai/linked-highlighting-react-vega-redux)).
  - Creating Interactive Visualizations Should Be Easier
  - The W&B Machine Learning Visualization IDE
- Papers
  - Learning Vis Tools: Teaching Data Visualization Tutorials - Altair and Vega-Lite are two of the tools used.
Altair
- Blog posts
- Papers
  - Machine Learning in Python: Main developments and technology trends in data science, machine learning, and artificial intelligence - Altair is one of the tools mentioned for (interactive) Data Visualization.
- Packages
  - altair-latimes - Los Angeles Times theme.
  - altair_recipes - Chart templates (or types).
  - hueniversitypy - Canadian university themes.
  - nx_altair - [NetworkX](https://networkx.org/) graphs with Altair.
  - Lux - Auto EDA.
  - carbonplan-styles - Two themes (one light and one dark) for Altair (and Matplotlib).
  - husky_theme - Theme based on the University of Washington [brand](https://www.washington.edu/brand/).
  - gif - GIFs from Altair/Matplotlib/Plotly charts.
  - Starborn - Chart templates (or types).
  - altair-catplot - Chart templates (or types).
  - Altair Ally - EDA.
  - whatlies - Visualization of word embeddings with Altair ([paper](https://arxiv.org/abs/2009.02113)).
- Notebooks
  - upset-altair-notebook - Implementation and example of the [UpSet](https://jku-vds-lab.at/tools/upset/) chart.
Wrappers
- Papers
  - Visdown - Markdown (Vega/Vega-Lite).
  - Vegas - Scala (Vega-Lite).
  - XVega - C++ (Vega-Lite).
  - Smile - Scala (Vega-Lite).
  - Deneb - Power BI (Vega/Vega-Lite).
  - altair - R (Altair).
  - Vega.jl - Julia (Vega).
  - VegaLite.jl - Julia (Vega-Lite).
  - VegaDatasets.jl - Julia (Vega Datasets).
  - hvega - Haskell (Vega-Lite).
  - elm-vega - Elm (Vega).
  - elm-vegaLite - Elm (Vega-Lite).
  - vega_lite_3 - Rust (Vega-Lite).
  - vega_lite_4 - Rust (Vega-Lite).
  - vega - Ruby (Vega/Vega-Lite).

Programming Languages

Python 8 Jupyter Notebook 5 Julia 3 Rust 2 Elm 2 JavaScript 2 Ruby 1 R 1 TypeScript 1 Java 1

Categories

Altair 65 Wrappers 15 Vega and Vega-Lite 6 Official 3

Sub Categories

Blog posts 54 Papers 17 Packages 14 Notebooks 1

Keywords

visualization 7 altair 5 python 5 vega-lite 3 vega 3 pandas 3 jupyter 2 exploratory-data-analysis 2 data-visualization 2 data-science 2 gif-animation 1 matplotlib 1 pil 1 pillow 1 charts 1 seaborn 1 eda 1 exploratory-data-visualizations 1 gehlenborglab 1 upset 1 gif 1 visualization-tools 1 networkx 1 news 1 jupyter-notebook 1 journalism 1 data-journalism 1 visualization-grammar 1 svg 1 d3 1 elm-vega 1 elm 1 queryverse 1 julia 1 reticulate 1 r 1 interactive 1 wavelet 1 statistics 1 regression 1 nlp 1 nearest-neighbor-search 1 multidimensional-scaling 1 manifold-learning 1 machine-learning 1 linear-algebra 1 interpolation 1 graph 1 genetic-algorithm 1 deep-learning 1