https://github.com/zverianskii/python-arulesviz

Arulesviz - interactive association rules vizualization tool for python
https://github.com/zverianskii/python-arulesviz

apriori apriori-algorithm arules arules-vizualization association-rules bqplot jupyter visualization

Last synced: 2 months ago
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Arulesviz - interactive association rules vizualization tool for python

• Host: GitHub
• URL: https://github.com/zverianskii/python-arulesviz
• Owner: zverianskii
• License: mit
• Created: 2020-04-05T12:45:35.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2020-05-22T10:47:49.000Z (over 4 years ago)
• Last Synced: 2024-10-14T11:41:23.761Z (3 months ago)
• Topics: apriori, apriori-algorithm, arules, arules-vizualization, association-rules, bqplot, jupyter, visualization
• Language: Python
• Homepage:
• Size: 25.5 MB
• Stars: 24
• Watchers: 3
• Forks: 15
• Open Issues: 2
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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## Association rules visualisation with Python

 Python-arulesviz is a port of an incredible R's library [arulesviz](https://cran.r-project.org/web/packages/arulesViz/vignettes/arulesViz.pdf). If familiar with R I would highly recommend to try it.

Python-arulesviz works as a jupyter-notebook widget ([Video (30mb)](/data/demo.gif)):

![](/data/preview.png)

## Install:

``` bash

pip install arulesviz

```

## Usage:

``` python

g = Arulesviz(transactions, 0.001, 0.3, 12, products_to_drop=[])

g.create_rules()

g.plot_graph(width=1800, directed=False, charge=-150, link_distance=20)

```

## [Detailed examples](/examples/groceries.ipynb)