Skip to content

timkpaine/lantern

Repository files navigation

Lantern

(analytics was too general a name..)

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

Version Build Status GitHub issues Waffle.io codecov Gitter BCH compliance PyPI PyPI Beerpay Site

Plotting

Abstracts away the nuances of individual charting libraries by providing a single plot command with library specific kwarg introspection.

Dummy data

Plot command

Grids

The same.

Jupyter Integration

Single-command code-less exporting for report generation.

    import lantern.extensions
    lantern.extensions.export_pdf('my_notebook.ipynb')  # my_notebook.pdf
    lantern.extensions.export_html('my_notebook.ipynb') # my_notebook.html

Dummy datasets

  • Lines
  • Scatter
  • Scatter3d
  • Bubble
  • Bubble3d
  • Pie
  • Bars
  • Open, high, low, close
  • Open, high, low, close, volume
  • Box
  • Histogram
  • Surface
  • Sinwave
  • Scattergeo
  • Choropleth
  • Stock
  • Regression
  • Blobs
  • Classification
  • Multilabel classification
  • Gaussian
  • Hasti
  • Circles
  • Moons
  • Biclusters
  • S Curve
  • Checker
  • Friedman
  • Friedman 2
  • Friedman 3