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https://github.com/uwdata/dziban
Context-Aware, Recommender-Powered Visualization Authoring
https://github.com/uwdata/dziban
Last synced: 3 months ago
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Context-Aware, Recommender-Powered Visualization Authoring
- Host: GitHub
- URL: https://github.com/uwdata/dziban
- Owner: uwdata
- License: bsd-3-clause
- Created: 2019-01-25T01:45:00.000Z (about 6 years ago)
- Default Branch: master
- Last Pushed: 2020-07-22T04:23:25.000Z (over 4 years ago)
- Last Synced: 2024-08-08T18:23:44.449Z (6 months ago)
- Language: Jupyter Notebook
- Homepage: https://github.com/haldenl/dziban/blob/master/examples/MKIV.ipynb
- Size: 17.7 MB
- Stars: 21
- Watchers: 4
- Forks: 2
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
- awesome-starred - uwdata/dziban - Context-Aware, Recommender-Powered Visualization Authoring (others)
README
# Dziban
WIP
## Prototype Status
Current prototype: MKIV.
## Tutorial & Demo
Check out the [Notebook](https://github.com/haldenl/dziban/blob/master/examples/MKIV.ipynb).
Here's a quick peek.
## Installation
1. Clone the `multi-vis` branch of `draco`, found [here](https://github.com/uwdata/draco/tree/multi-vis). And follow the installation instructions.
2. Install dependencies: `pip install -r requirements.txt`.
3. Install Dziban: `pip install -e .`.
4. Start up a notebook: `jupyter notebook`.
5. Import Dziban and perhaps a dataset from `vega_datasets`.
```
from dziban.mkiv import Chart
from vega_datasets import data
```
Follow the demo for usage examples.
## The important stuff
`base.py` [<>](https://github.com/haldenl/dziban/blob/master/dziban/mkiv/base.py)
>base definition for a chart, including initialization
`chart.py` [<>](https://github.com/haldenl/dziban/blob/master/dziban/mkiv/chart.py)
>programming layer, exposed to user
`encoding.py` [<>](https://github.com/haldenl/dziban/blob/master/dziban/mkiv/encoding.py)
>AST node for encoding objects
`field.py` [<>](https://github.com/haldenl/dziban/blob/master/dziban/mkiv/field.py)
>field methods for a chart, exposed to user
`graphscape2asp.js` [<>](https://github.com/haldenl/dziban/blob/master/dziban/asp/graphscapeToAsp.js)
>script for translating Graphscape definitions and weights into ASP (to be placed into Draco). See below.
In addition, Dziban uses a modified version of Draco, which supports multi-view and Graphscape's transition reasoning.
This can be found on [this branch](https://github.com/uwdata/draco/tree/multi-vis). There are changes to the original Draco scattered about. Noteably:
`compare.lp` [<>](https://github.com/uwdata/draco/blob/multi-vis/asp/compare.lp)
>transition definitions for Graphscape
`compare_weights.lp` [<>](https://github.com/uwdata/draco/blob/multi-vis/asp/compare_weights.lp)
>weights for these transitions
`The whole system`
>has been modified to allow for multiview reasoning (many other files, e.g. `define.lp`, `soft.lp`, `optimize.lp`, `run.py`, `asp2vl`, `optimize_draco.lp`, `optimize_graphscape.lp`, and more and more).