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https://github.com/timkpaine/lantern

Data exploration glue
https://github.com/timkpaine/lantern

bokeh data-science ipysheet jupyter jupyter-widgets jupyterlab jupyterlab-extension matplotlib pandas perspective plotly python python3 qgrid visualization

Last synced: 1 day ago
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Data exploration glue

Host: GitHub
URL: https://github.com/timkpaine/lantern
Owner: timkpaine
License: apache-2.0
Created: 2017-07-15T03:49:10.000Z (over 7 years ago)
Default Branch: main
Last Pushed: 2024-02-05T14:28:40.000Z (11 months ago)
Last Synced: 2024-10-17T22:10:51.168Z (3 months ago)
Topics: bokeh, data-science, ipysheet, jupyter, jupyter-widgets, jupyterlab, jupyterlab-extension, matplotlib, pandas, perspective, plotly, python, python3, qgrid, visualization
Language: Python
Homepage:
Size: 32.2 MB
Stars: 350
Watchers: 13
Forks: 22
Open Issues: 5
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: .github/CODE_OF_CONDUCT.md

Awesome Lists containing this project

awesome-jupyterlab - lantern - Data exploration kit (Uncategorized / Uncategorized)
awesome-jupyter-resources - GitHub - 5% open · ⏱️ 13.06.2022): (JupyterLab扩展)
best-of-jupyter - GitHub - 3% open · ⏱️ 18.11.2024): (JupyterLab Extensions)
awesome-starred - timkpaine/lantern - Data exploration glue (data-science)

README

        # 

An orchestration layer for plots and tables, dummy datasets, widgets, research, reports, and anything else a data scientist might need.

[![Build Status](https://github.com/timkpaine/lantern/workflows/Build%20Status/badge.svg)](https://github.com/timkpaine/lantern/actions/)

[![GitHub issues](https://img.shields.io/github/issues/timkpaine/lantern.svg)]()

[![codecov](https://codecov.io/gh/timkpaine/lantern/branch/main/graph/badge.svg)](https://codecov.io/gh/timkpaine/lantern)

[![PyPI](https://img.shields.io/pypi/l/pylantern.svg)](https://pypi.python.org/pypi/pylantern)

[![PyPI](https://img.shields.io/pypi/v/pylantern.svg)](https://pypi.python.org/pypi/pylantern)

## Note: Lantern Live has moved to [tributary](https://github.com/timkpaine/tributary)

## Note: Email reports have moved to [jupyterlab_email](https://github.com/timkpaine/jupyterlab_email)

## Note: `Publish` is removed in favor of [Voila](https://github.com/voila-dashboards/voila)

## Note: `Export` code has has moved to [jupyterlab_commands](https://github.com/timkpaine/jupyterlab_commands/) and [jupyterlab_nbconvert_nocode](https://github.com/timkpaine/jupyterlab_nbconvert_nocode)

## About

This library is designed to fill gaps between other libraries with the JupyterLab ecosystem. The motivation was initially to allow for plots generated with a javascript library (like `plotly` or `bokeh`) to trivially swap out for `matplotlib` in non-browser contexts such as NBConvert generation of PDFs.

It has expanded to include a variety of functions, including grids, emailing notebooks, publishing notebooks, custom nbconvert exporters for JupyterLab, variable inpection, custom streaming operations, and other helpful functions and widgets. As these functionalities mature, or as competeting libraries emerge, they are cut out into their own standalone libraries or removed from `Lantern`, respectively.

This library has produced or ceded functionality to:

- [jupyterlab_email](https://github.com/timkpaine/jupyterlab_email)

- [tributary](https://github.com/timkpaine/tributary)

- [jupyterlab_commands](https://github.com/timkpaine/jupyterlab_commands/)

- [jupyterlab_nbconvert_nocode](https://github.com/timkpaine/jupyterlab_nbconvert_nocode)

- [Voila](https://github.com/voila-dashboards/voila)

## Install

To install the base package from pip:

`pip install pylantern`

To Install from source:

`make install`

Lantern relies on JupyterLab extensions:

```

jupyter labextension install @jupyter-widgets/jupyterlab-manager

jupyter labextension install plotlywidget

jupyter labextension install @jupyterlab/plotly-extension

jupyter labextension install jupyterlab_bokeh

jupyter labextension install qgrid

jupyter labextension install @finos/perspective-jupyterlab

jupyter labextension install ipysheet

jupyter labextension install lineup_widget

```

The following are for work in-progress on main:

```

jupyter labextension install bqplot

```

## Data

![](https://raw.githubusercontent.com/timkpaine/lantern/main/docs/img/data.gif)

## Plots

![](https://raw.githubusercontent.com/timkpaine/lantern/main/docs/img/plot/plots.gif)

## Grids

![](https://raw.githubusercontent.com/timkpaine/lantern/main/docs/img/grids.gif)

## Export Without Code:

Note: this has moved to [jupyterlab_commands](https://github.com/timkpaine/jupyterlab_commands/)

## Widget Tools

![](https://raw.githubusercontent.com/timkpaine/lantern/main/docs/img/widgets/widgets.gif)