The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning. Learn more →
Top 13 Python Notebook Projects
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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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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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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ploomber-engine
A toolbox 🧰 for Jupyter notebooks 📙: testing, experiment tracking, debugging, profiling, and more!
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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:
Project mention: Show HN: Marimo – open-source reactive Python notebook – running in WASM | news.ycombinator.com | 2024-02-29We do support GitHub Copilot in the pip/conda installable version that you can run locally on your computer. (https://github.com/marimo-team/marimo)
We have considered adding more copilot features for refactoring or text-to-cell.
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: 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 :)
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: Show HN: Heynote – A Dedicated Scratchpad for Developers | news.ycombinator.com | 2023-12-22This is awesome.... I'm super interested in polyglot file formats like this one. Huge congrats and I will definitely be giving it a try.
I've actually been working on my own project to combine Python+SQL+Markdwown+Rich Text into one reactive executable document. If any of you are interested here is a link: https://github.com/Zero-True/zero-true.
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).
Python Notebooks related posts
- Show HN: Marimo – open-source reactive Python notebook – running in WASM
- Runme – Interactive Runbooks Built with Markdown
- Jupyter Kernel Architecture
- JupyterLab 4.0
- Show HN: Mercury – convert Jupyter Notebooks to Web Apps without code rewriting
- Running ruby on Jupiter notebooks
- Does the Jupyter API allow using Jupyter from the CL?
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A note from our sponsor - WorkOS
workos.com | 26 Apr 2024
Index
What are some of the best open-source Notebook projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | bokeh | 18,839 |
| 2 | jupytext | 6,418 |
| 3 | papermill | 5,623 |
| 4 | marimo | 3,940 |
| 5 | ploomber | 3,374 |
| 6 | elyra | 1,773 |
| 7 | ipyflow | 1,073 |
| 8 | notebooker | 842 |
| 9 | evernote-backup | 779 |
| 10 | cytoflow | 162 |
| 11 | ploomber-engine | 59 |
| 12 | zero-true | 33 |
| 13 | jupyblog | 21 |
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