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Top 23 Jupyter Open-Source Projects
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BTW, my inspiration was https://github.com/tqdm/tqdm library for python and any contribution is welcome to add similar functionality.
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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
Collect and Analyze Billions of Data Points in Real Time. Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge.
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Project mention: Top 10 growing data visualization libraries in Python in 2023 | dev.to | 2023-10-11
Github: https://github.com/bokeh/bokeh
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ipython
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
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.
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This is a problem with codemirror 6. You can upvote https://github.com/jupyterlab/jupyterlab/issues/14589 and help by contributing (or sponsor someone to do so)
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Onboard AI
Learn any GitHub repo in 59 seconds. Onboard AI learns any GitHub repo in minutes and lets you chat with it to locate functionality, understand different parts, and generate new code. Use it for free at www.getonboard.dev.
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ydata-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
Project mention: Coding Wonderland: Contribute to YData Profiling and YData Synthetic in this Advent of Code | dev.to | 2023-12-05Send us your North ⭐️: "On the first day of Christmas, my true contributor gave to me..." a star in my GitHub tree! 🎵 If you love these projects too, star ydata-profiling or ydata-synthetic and let your friends know why you love it so much!
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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.)
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See https://github.com/jupyter/docker-stacks
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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.
Yes. We are working on adding support for aggregation and pivoting using https://github.com/finos/perspective
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There is Papermill ... https://github.com/nteract/papermill
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Project mention: Decent low code options for orchestration and building data flows? | /r/dataengineering | 2022-12-23
You can check out our OSS https://github.com/orchest/orchest
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hydrogen
:atom: Run code interactively, inspect data, and plot. All the power of Jupyter kernels, inside your favorite text editor.
Hydrogen got an update to fix this issue, but it was never published on Pulsar's backend. You can install it with pulsar -p https://github.com/nteract/hydrogen.git -t v2.16.5
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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).
The latest post mention was on 2023-12-09.
Jupyter related posts
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- Show HN: JupySQL – a SQL client for Jupyter (ipython-SQL successor)
- Plugin for languuage autocomplete inside code blocks?
- Show HN: The Buckaroo Data Table for Jupyter
- Ideal Note-Taking Platform?
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A note from our sponsor - #<SponsorshipServiceOld:0x00007f0f9b5d2b98>
www.saashub.com | 9 Dec 2023
Index
What are some of the best open-source Jupyter projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | tqdm | 26,436 |
| 2 | homemade-machine-learning | 22,021 |
| 3 | dash | 19,716 |
| 4 | bokeh | 18,381 |
| 5 | ipython | 16,017 |
| 6 | JupyterLab | 13,454 |
| 7 | kubeflow | 13,202 |
| 8 | ds-cheatsheets | 12,468 |
| 9 | ydata-profiling | 11,539 |
| 10 | PRML | 11,183 |
| 11 | notebook | 10,739 |
| 12 | jupyter-themes | 9,679 |
| 13 | docker-stacks | 7,573 |
| 14 | hugo-blox-builder | 7,503 |
| 15 | perspective | 6,992 |
| 16 | py | 6,426 |
| 17 | nteract | 6,099 |
| 18 | papermill | 5,451 |
| 19 | voila | 5,005 |
| 20 | lux | 4,809 |
| 21 | nbdev | 4,619 |
| 22 | orchest | 3,986 |
| 23 | hydrogen | 3,879 |
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