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Top 23 Jupyter Open-Source Projects
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homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
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InfluxDB
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ipython
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
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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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ydata-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
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hugo-blox-builder
😍 EASILY BUILD THE WEBSITE YOU WANT - NO CODE, JUST MARKDOWN BLOCKS! 使用块轻松创建任何类型的网站 - 无需代码。 一个应用程序，没有依赖项，没有 JS
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perspective
A data visualization and analytics component, especially well-suited for large and/or streaming datasets.
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SaaSHub
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yeah my code needs to use multiprocessing, which does not play nice with tqdm. thanks for the tip about positions though, that helped me search more effectively and came up with two promising comments. unmerged / require some workarounds, but might just work:
https://github.com/tqdm/tqdm/issues/1000#issuecomment-184208...
Bokeh - Interactive Web Plotting for Python.
If you’re already using ipython, this isn’t a problem because you’ll already need to download most of these dependencies anyway. But if you’re not using ipython… you’ll still need to download those dependencies.
Project mention: Show HN: Marimo – an open-source reactive notebook for Python | news.ycombinator.com | 2024-01-12Does this allow to run a long running task in the background so that a user can close & reopen the tab and continue seeing all the output that has been produced thus far?
This is currently being worked on in Jupyter: https://github.com/jupyterlab/jupyterlab/pull/15448
For folks asking what the Notebook UX offers that the Lab does not, this github thread may be enlightening: https://github.com/jupyter/notebook/issues/6210
(TLDR: some novice users in educational settings find the lab environment overwhelming.)
See https://github.com/jupyter/docker-stacks
Project mention: Ask HN: How Can I Make My Front End React to Database Changes in Real-Time? | news.ycombinator.com | 2024-04-17
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:
panel – data exploration & web app framework for Python
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).
Jupyter related posts
- The Design Philosophy of Great Tables (Software Package)
- IPyVizzu: Build animated charts with simple Python syntax
- Ask HN: Problems worth solving with a low-code back end?
- How to Write a (Lisp) Interpreter (In Python)
- SymPy: Symbolic Mathematics in Python
- VegaFusion
- Reading a Programmer's Guide to Common Lisp
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A note from our sponsor - InfluxDB
www.influxdata.com | 24 Apr 2024
Index
What are some of the best open-source Jupyter projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | tqdm | 27,405 |
| 2 | homemade-machine-learning | 22,493 |
| 3 | dash | 20,472 |
| 4 | bokeh | 18,812 |
| 5 | ipython | 16,134 |
| 6 | JupyterLab | 13,757 |
| 7 | kubeflow | 13,658 |
| 8 | ds-cheatsheets | 12,570 |
| 9 | ydata-profiling | 12,022 |
| 10 | PRML | 11,250 |
| 11 | notebook | 11,140 |
| 12 | jupyter-themes | 9,722 |
| 13 | hugo-blox-builder | 7,787 |
| 14 | docker-stacks | 7,738 |
| 15 | perspective | 7,503 |
| 16 | py | 6,626 |
| 17 | nteract | 6,151 |
| 18 | papermill | 5,623 |
| 19 | voila | 5,196 |
| 20 | lux | 4,915 |
| 21 | nbdev | 4,732 |
| 22 | panel | 4,192 |
| 23 | orchest | 4,020 |
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