All Projects → timkpaine → Lantern

timkpaine / Lantern

Licence: apache-2.0
Data exploration glue

Programming Languages

python
139335 projects - #7 most used programming language
python3
1442 projects

Projects that are alternatives of or similar to Lantern

Crime Analysis
Association Rule Mining from Spatial Data for Crime Analysis
Stars: ✭ 20 (-93.15%)
Mutual labels:  data-science, jupyter, pandas, matplotlib
Jupyter Tips And Tricks
Using Project Jupyter for data science.
Stars: ✭ 245 (-16.1%)
Mutual labels:  jupyter, pandas, jupyterlab, matplotlib
Jupyterlab templates
Support for jupyter notebook templates in jupyterlab
Stars: ✭ 223 (-23.63%)
Mutual labels:  data-science, jupyter, jupyterlab, jupyterlab-extension
Mlcourse.ai
Open Machine Learning Course
Stars: ✭ 7,963 (+2627.05%)
Mutual labels:  data-science, pandas, matplotlib, plotly
jupyterlab-sparkmonitor
JupyterLab extension that enables monitoring launched Apache Spark jobs from within a notebook
Stars: ✭ 78 (-73.29%)
Mutual labels:  jupyter, jupyterlab, jupyterlab-extension
theme-darcula
A handsome Darcula theme for Jupyterlab. The first jlab theme to include dark scrollbars
Stars: ✭ 136 (-53.42%)
Mutual labels:  jupyter, jupyterlab, jupyterlab-extension
jupyterlab-python-file
JupyterLab extension to create Python files
Stars: ✭ 50 (-82.88%)
Mutual labels:  jupyter, jupyterlab, jupyterlab-extension
jupyterlab-heroku
JupyterLab extension to deploy applications to Heroku
Stars: ✭ 20 (-93.15%)
Mutual labels:  jupyter, jupyterlab, jupyterlab-extension
Learnpythonforresearch
This repository provides everything you need to get started with Python for (social science) research.
Stars: ✭ 163 (-44.18%)
Mutual labels:  data-science, jupyter, pandas
ipydagred3
ipywidgets library for drawing directed acyclic graphs in jupyterlab using dagre-d3
Stars: ✭ 38 (-86.99%)
Mutual labels:  jupyter, jupyterlab, jupyterlab-extension
datatile
A library for managing, validating, summarizing, and visualizing data.
Stars: ✭ 419 (+43.49%)
Mutual labels:  plotly, pandas, matplotlib
ipyp5
p5.js Jupyter Widget
Stars: ✭ 33 (-88.7%)
Mutual labels:  jupyter, jupyterlab, jupyterlab-extension
Dash
Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required.
Stars: ✭ 15,592 (+5239.73%)
Mutual labels:  data-science, jupyter, plotly
jupyterlab-topbar
JupyterLab Top Bar extension
Stars: ✭ 95 (-67.47%)
Mutual labels:  jupyter, jupyterlab, jupyterlab-extension
Geopython
Notebooks and libraries for spatial/geo Python explorations
Stars: ✭ 268 (-8.22%)
Mutual labels:  jupyter, pandas, matplotlib
traceml
Engine for ML/Data tracking, visualization, dashboards, and model UI for Polyaxon.
Stars: ✭ 445 (+52.4%)
Mutual labels:  jupyter, plotly, matplotlib
mpl-interactions
Sliders to control matplotlib and other interactive goodies. Works in any interactive backend and even uses ipywidgets when in a Jupyter notebook
Stars: ✭ 62 (-78.77%)
Mutual labels:  jupyter, jupyterlab, matplotlib
Exploratory Data Analysis Visualization Python
Data analysis and visualization with PyData ecosystem: Pandas, Matplotlib Numpy, and Seaborn
Stars: ✭ 78 (-73.29%)
Mutual labels:  plotly, pandas, matplotlib
ipylab
Control JupyterLab from Python Notebooks with Jupyter Widgets 🧪 ☢️ 🐍
Stars: ✭ 101 (-65.41%)
Mutual labels:  jupyter, jupyterlab, jupyterlab-extension
Machine Learning With Python
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
Stars: ✭ 2,197 (+652.4%)
Mutual labels:  data-science, pandas, matplotlib

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

Build Status GitHub issues codecov Gitter BCH compliance PyPI PyPI Docs

Note: Lantern Live has moved to tributary

Note: Email reports have moved to jupyterlab_email

Note: Publish is removed in favor of Voila

Note: Export code has has moved to jupyterlab_commands

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:

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 @jpmorganchase/perspective-jupyterlab
jupyter labextension install ipysheet
jupyter labextension install lineup_widget

The following are for work in-progress on master:

jupyter labextension install bqplot

Getting Started

Read the docs!

Data

Plots

Grids

Export Without Code:

Note: this has moved to jupyterlab_commands

Read the docs!

Widget Tools

Note that the project description data, including the texts, logos, images, and/or trademarks, for each open source project belongs to its rightful owner. If you wish to add or remove any projects, please contact us at [email protected].