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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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ipython
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
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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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ydata-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
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hugo-blox-builder
🚨 GROW YOUR AUDIENCE WITH HUGOBLOX! 🚀 HugoBlox is an easy, fast no-code website builder for researchers, entrepreneurs, data scientists, and developers. Build stunning sites in minutes. 适合研究人员、企业家、数据科学家和开发者的简单快速无代码网站构建器。用拖放功能、可定制模板和内置SEO工具快速创建精美网站！
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perspective
A data visualization and analytics component, especially well-suited for large and/or streaming datasets.
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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.)
dunovank/jupyter-themes - Custom Jupyter Notebook Themes
https://prospective.co/ | Software Engineers | Full time | Remote only, US only | NYC
Hello! We are a small team of sharp and motivated engineers working on advancing the art of data analysis and visualization for everyone from business analysts to data scientists. And we're looking for talented and interested engineers to join us.
Prospective is a professional toolchain for analyzing and visualizing data on your local machine. It's a graphical tool that runs in a web browser and is able to slice and dice gigabytes of static or realtime data. It's built on the popular OSS framework Perspective https://github.com/finos/perspective . Prospective runs as WebAssembly in modern browsers, so it's fast, portable, and memory-efficient. It has its own in-memory data store, but can also plug into any database or streaming platform with a straightforward adapter API. Prospective integrates with existing data tools like Python and Jupyter, and all the dashboards created can be shared to ease collaboration. Our goal is to expand beyond financial services and become the standard toolchain for anyone whose job is to make sense and find patterns in large datasets.
Prospective offers a great opportunity to dig into complex software. On any given day we might be optimizing how the database executes queries in C++, implementing API features in Rust, writing new language bindings for our API, speeding up our Bazel build process, or implementing new charting or query features in our graphical UI. Prospective is engineered to be fast and stable. We write good tests, and once a bug is fixed it stays fixed.
Our team has a culture of mentorship and collaboration, and we work with each other knowing that every team member is always either teaching or learning. We pair-program regularly as a way to share our thinking and get feedback on our solutions. We hold each other to a high quality bar for performance and aesthetics, a constraint that we think creates a healthy environment for creative problem-solving.
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
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Ask HN: Best way for a Markdown based blog and eBook?
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PyPy v7.3.16 Release
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The Design Philosophy of Great Tables (Software Package)
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IPyVizzu: Build animated charts with simple Python syntax
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Ask HN: Problems worth solving with a low-code back end?
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How to Write a (Lisp) Interpreter (In Python)
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SymPy: Symbolic Mathematics in Python
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A note from our sponsor - SaaSHub
www.saashub.com | 5 Jun 2024
Index
What are some of the best open-source Jupyter projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | tqdm | 27,634 |
| 2 | homemade-machine-learning | 22,629 |
| 3 | dash | 20,679 |
| 4 | bokeh | 18,920 |
| 5 | ipython | 16,160 |
| 6 | JupyterLab | 13,855 |
| 7 | kubeflow | 13,801 |
| 8 | ds-cheatsheets | 13,894 |
| 9 | ydata-profiling | 12,141 |
| 10 | PRML | 11,304 |
| 11 | notebook | 11,266 |
| 12 | jupyter-themes | 9,731 |
| 13 | hugo-blox-builder | 7,866 |
| 14 | docker-stacks | 7,793 |
| 15 | perspective | 7,639 |
| 16 | py | 6,674 |
| 17 | nteract | 6,163 |
| 18 | papermill | 5,677 |
| 19 | voila | 5,256 |
| 20 | lux | 5,044 |
| 21 | nbdev | 4,772 |
| 22 | panel | 4,329 |
| 23 | orchest | 4,023 |
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