└── README.md
/README.md:
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1 | # awesome-data-science-notebook-engines
2 | A collection of Data Science focused notebook engines
3 |
4 | | Name | URL | Julia | Notes |
5 | |------|-----|---|---|
6 | | NextJournal | https://nextjournal.com/ | Yes |
- Good support for Julia
- cluttered and sometimes confusing interface
- allows you to build images; so pre-compiling is possible
|
7 | | Jupyter | | Yes | The original |
8 | | Google Colab | | |
9 | | CoCalc | https://cocalc.com | Yes | - R, Python, Julia, and other languages
- Hundreds of GB of installed packages
- Jupyter notebooks, many kernels
- Rmd, LaTeX
- real-time collaboration
|
10 | | MatrixDS | | Yes | |
11 | | MyBinder | | Yes; requires some tricks | Binder |
12 | | Kaggle | | No| Proprietary |
13 | | AWS SageMaker | | Not sure; suspect you can install the Julia kernel yourself | Proprietary |
14 | | Paper space | https://www.paperspace.com/ | Not sure | Meant to be fast, not tested yet. |
15 | | Observable | https://Observablehq.com/ | No, only JavaScript | Runs code directly in your browser, viewers can instantly edit and run code! |
16 | | Pluto | https://github.com/fonsp/Pluto.jl | Only Julia | ⚡ Lightweight reactive notebooks for Julia |
17 | | Code Ocean | https://codeocean.com/ | | |
18 | | Elixir livebook | https://github.com/elixir-nx/livebook | no | is it data science focused? probably not. |
19 | | Deepnote | https://deepnote.com/ | [yes, requires setup](https://docs.deepnote.com/environment/custom-environments/running-your-own-kernel) | Very slick UI, data science targeted |
20 |
21 | # died
22 | | Name | URL | Notes |
23 | |------|-----|---|
24 | | Juliabox | | Julia only; died on May 2020 |
25 |
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