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Top 23 Notebook Open-Source Projects
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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marimo
A reactive notebook for Python — run reproducible experiments, execute as a script, deploy as an app, and version with git.
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interactive
.NET Interactive combines the power of .NET with many other languages to create notebooks, REPLs, and embedded coding experiences. Share code, explore data, write, and learn across your apps in ways you couldn't before.
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retype
Retype is an ✨ ultra-high-performance✨ static site generator that builds a website based on simple text files.
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notebooks
Implement, demonstrate, reproduce and extend the results of the Risk articles 'Differential Machine Learning' (2020) and 'PCA with a Difference' (2021) by Huge and Savine, and cover implementation details left out from the papers. (by differential-machine-learning)
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ploomber-engine
A toolbox 🧰 for Jupyter notebooks 📙: testing, experiment tracking, debugging, profiling, and more!
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Project mention: The fastai book, published as Jupyter Notebooks | news.ycombinator.com | 2024-01-17
Bokeh - Interactive Web Plotting for Python.
Project mention: Spreadsheet errors can have disastrous consequences – yet we keep making them | news.ycombinator.com | 2024-01-25Pandas docs > Comparison with spreadsheets: https://pandas.pydata.org/docs/getting_started/comparison/co...
Pandas docs > I/O > Excel files: https://pandas.pydata.org/docs/user_guide/io.html#excel-file...
nteract/papermill: https://github.com/nteract/papermill :
> papermill is a tool for parameterizing, executing, and analyzing Jupyter Notebooks. [...]
> This opens up new opportunities for how notebooks can be used. For example:
> - Perhaps you have a financial report that you wish to run with different values on the first or last day of a month or at the beginning or end of the year, using parameters makes this task easier.
"The World Excel Championship is being broadcast on ESPN" (2022) https://news.ycombinator.com/item?id=32420925 :
> Computational notebook speedrun ideas:
To get started you need a running instance of Livebook
Project mention: Lessons learned reinventing the Python notebook | news.ycombinator.com | 2024-05-11> Another advantage that I didn't see mentioned in TFA is parallelism
That's something we're thinking about and designing:
https://github.com/marimo-team/marimo/issues/1103
Feel free to join the conversation there if you have thoughts!
Project mention: Show HN: JupySQL – a SQL client for Jupyter (ipython-SQL successor) | news.ycombinator.com | 2023-12-06- One-click sharing powered by Ploomber Cloud: https://ploomber.io
Documentation: https://jupysql.ploomber.io
Note that JupySQL is a fork of ipython-sql; which is no longer actively developed. Catherine, ipython-sql's creator, was kind enough to pass the project to us (check out ipython-sql's README).
We'd love to learn what you think and what features we can ship for JupySQL to be the best SQL client! Please let us know in the comments!
Project mention: Exploratory Data Analysis with F#, Plotly.NET, and ML.NET DataFrames | dev.to | 2023-12-25All of this will be accomplished inside of a single Polyglot Notebook. If you're not familiar with Polyglot Notebooks, they're a technology built on top of Jupyter Notebooks that allow you to use additional language kernels, including a F# Kernel. This lets you run interactive data science experiments in a single notebook as shown here in VS Code:
Project mention: Trying to get into machine learning and create a code that would recognise when my cat is detected on a camera, how should I approach this? | /r/learnmachinelearning | 2023-07-01Use this lesson from fast.ai, delete the code cell that downloads 'bird' and 'forest' images from a search engine, and manually upload about 100 pictures of your own cat.
Project mention: Show HN: Marimo – an open-source reactive notebook for Python | news.ycombinator.com | 2024-01-12You're probably referring to nbgather (https://github.com/microsoft/gather), which shipped with VSCode for a while.
nbgather used static slicing to get all the code necessary to reconstruct some cell. I actually worked with Andrew Head (original nbgather author) and Shreya Shankar to implement something similar in ipyflow (but with dynamic slicing and a not-as-nice interface): https://github.com/ipyflow/ipyflow?tab=readme-ov-file#state-...
I have no doubt something like this will make its way into marimo's roadmap at some point :)
Project mention: MdBook – Create book from Markdown files. Like Gitbook but implemented in Rust | news.ycombinator.com | 2023-06-29
To add to this, shamelessly self-promoting, Notebooker (https://github.com/man-group/notebooker) is a neat way of scheduling your Jupyter notebooks as parametrisable reports whose results are presented in a little web GUI (either as static HTML, PDF, or as reveal.js slideshow renders)
Project mention: Be Gentle With Me -- I'm trying to export from the web version of Evernote. Can't find the "export" option? Help? | /r/Evernote | 2023-12-11There's a script which can download all your notes and then export them as ENEX - either individual notes or whole notebooks.
Project mention: Elixir Livebook is a secret weapon for documentation | news.ycombinator.com | 2023-08-06The source code[2] is really instructional and easy to understand. I highly recommend to look into it :)
[1] https://github.com/jonatanklosko/notebooks/blob/main/article...
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Notebooks related posts
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Lessons learned reinventing the Python notebook
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Super simple validated structs in Elixir
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Setup Nx lib and EXLA to run NX/AXON with CUDA
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Show HN: Marimo – open-source reactive Python notebook – running in WASM
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Show HN: Privacy-first cross platform spreadsheet pipeline app
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The fastai book, published as Jupyter Notebooks
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Show HN: Marimo – an open-source reactive notebook for Python
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A note from our sponsor - SaaSHub
www.saashub.com | 21 May 2024
Index
What are some of the best open-source Notebook projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | fastai | 25,691 |
| 2 | fastbook | 20,860 |
| 3 | bokeh | 18,884 |
| 4 | jupytext | 6,449 |
| 5 | papermill | 5,656 |
| 6 | livebook | 4,457 |
| 7 | marimo | 4,253 |
| 8 | orchest | 4,021 |
| 9 | ploomber | 3,392 |
| 10 | interactive | 2,758 |
| 11 | course22 | 2,175 |
| 12 | MEDIUM_NoteBook | 2,027 |
| 13 | elyra | 1,780 |
| 14 | osmnx-examples | 1,467 |
| 15 | ipyflow | 1,082 |
| 16 | crossnote-app | 1,052 |
| 17 | retype | 987 |
| 18 | notebooker | 844 |
| 19 | evernote-backup | 810 |
| 20 | cytoflow | 162 |
| 21 | notebooks | 132 |
| 22 | ploomber-engine | 59 |
| 23 | notebooks | 48 |
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