Interested in learning Julia, Pluto and applied maths? Join the open MIT course taught by Alan Edelman, David P. Sanders, Grant Sanderson (3blue1brown) & James Schloss (LeiosOS) (and a bit of me): Introduction to Computational Thinking, Fall 2020.
Writing a notebook is not just about writing the final document — Pluto empowers the experiments and discoveries that are essential to getting there.
Explore models and share results in a notebook that is
- reactive - when changing a function or variable, Pluto automatically updates all affected cells.
- lightweight - Pluto is written in pure Julia and is easy to install.
- simple - no hidden workspace state; friendly UI.
A Pluto notebook is made up of small blocks of Julia code (cells) and together they form a reactive notebook. When you change a variable, Pluto automatically re-runs the cells that refer to it. Cells can even be placed in arbitrary order - intelligent syntax analysis figures out the dependencies between them and takes care of execution.
Cells can contain arbitrary Julia code, and you can use external libraries. There are no code rewrites or wrappers, Pluto just looks at your code once before evaluation.
Your notebooks are saved as pure Julia files (sample), which you can then import as if you had been programming in a regular editor all along. You can also export your notebook with cell outputs as attractive HTML and PDF documents. By reordering cells and hiding code, you have full control over how you tell your story.
Pluto offers an environment where changed code takes effect instantly and where deleted code leaves no trace. Unlike Jupyter or Matlab, there is no mutable workspace, but rather, an important guarantee:
At any instant, the program state is completely described by the code you see.No hidden state, no hidden bugs.
Your programming environment becomes interactive by splitting your code into multiple cells! Changing one cell instantly shows effects on all other cells, giving you a fast and fun way to experiment with your model.
In the example below, changing the parameter
running the first cell will directly re-evaluate the second cell and
display the new plot.
Lastly, here's one more feature: Pluto notebooks have a
@bind macro to create a
live bond between an HTML object and a Julia variable. Combined with reactivity, this is a very powerful tool!
notebook from vdplasthijs/julia_sir
You don't need to know HTML to use it! The PlutoUI package contains basic inputs like sliders and buttons.
and CSS to write your own widgets! Custom update events can be fired
by dispatching a
new CustomEvent("input"), making it
compatible with the
viewof operator of observablehq. Have a look at the sample notebooks inside Pluto to learn more!
Let's do it!
For one tasty notebook
- Julia v1.0 or above, v1.5 is fastest
- Linux, macOS or Windows, Linux and macOS will work best
- Mozilla Firefox or Google Chrome, be sure to get the latest version
Run Julia and add the package:
julia> ] (v1.5) pkg> add Pluto
Using the package manager for the first time can take up to 15 minutes - hang in there!
To run the notebook server:
julia> import Pluto julia> Pluto.run()
Pluto will open in your browser, and you can get started!
Questions? Have a look at the FAQ.
Follow these instructions to start working on the package.
Pluto.jl is open source! Specifically, it is MIT Licensed. The included sample notebooks have a more permissive license: the Unlicense. This means that you can use sample notebook code however you like - you do not need to credit us!
Pluto.jl is built by gluing together open source software:
Your notebook files are yours, you do not need to credit us. Have fun!
From the authors
The Pluto project is an ambition to
rethink what a programming environment should be. We believe that scientific computing can be a lot simpler and more
accessible. If you feel the same, give Pluto a try! We would love to
hear what you think.
You can chat with us
- contact me (fonsi) via email or on my video chat room (wait a minute for me to join)
send your funky notebooks to the
Zulip chat room
(search for the
- use Pluto's built-in feedback system:
Questions? Have a look at the FAQ.
Development of Pluto.jl is partially sponsored by
|The free online course Introduction to Computational Thinking at MIT uses Pluto notebooks to teach scientific computing in a new way. Homeworks react to the student in realtime, with live answer checks and visualizations while you solve problems.|
|QuEra Computing uses a Pluto notebook as an online dashboard to control their quantum computer!|