Pluto.jl

I thought that notebook based development and package based development were diametrically opposed in the past, but Pluto.jl notebooks have changed my mind about this. A Pluto.jl notebook is a human readable Julia source file. The Pluto.jl package is itself developed via Pluto.jl notebooks. https://github.com/fonsp/Pluto.jl Also, the VSCode Julia plugin tooling has really expanded in functionality and usability for me in the past year. The integrated debugging took some work to setup, but is fast enough to drop into a local frame. https://code.visualstudio.com/docs/languages/julia Julia is the first language I have achieved full life cycle integration between exploratory code to sharable package. It even runs quite well on my Android. 2023 is the first year I was able to solve a differential equation or render a 3D surface from a calculat

There's https://pyspread.gitlab.io/, which uses python. On the more programmable side you've got Jupyter with https://github.com/ipyflow/ipyflow and https://github.com/fonsp/Pluto.jl.

I like how Pluto.jl handles this: > 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. [1] https://github.com/fonsp/Pluto.jl