data-science-portfolio
mercury
Our great sponsors
| data-science-portfolio | mercury | |
|---|---|---|
| 3 | 76 | |
| 7 | 3,761 | |
| - | 1.5% | |
| 0.0 | 8.7 | |
| about 2 years ago | 9 days ago | |
| Jupyter Notebook | Python | |
| MIT License | GNU Affero General Public License v3.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
data-science-portfolio
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Interactive Online Portfolio
Here is my article about data science portfolio website built with Mercury. The interactive portfolio can be deployed to Heroku. Here is a link. What is more, you can serve several interactive notebooks in the one server.
- Show HN: Data Science Portfolio for Jupyter Notebooks, No HML/CSS Only Python
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Create a Data Science Portfolio website with Jupyter Notebooks and Mercury - no JS/HTML/CSS, only Python!
Website is built on top of Mercury which serves the Notebooks. The code is available at my GitHub https://github.com/pplonski/data-science-portfolio - I hope you will find it interesting and it will help you to create your own portfolio website with executable notebooks.
mercury
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mercury VS solara - a user suggested alternative
2 projects | 13 Oct 2023
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Show HN: Web App with GUI for AutoML on Tabular Data
Web App is using two open-source packages that I've created:
- MLJAR AutoML - Python package for AutoML on tabular data https://github.com/mljar/mljar-supervised
- Mercury - framework for converting Jupyter Notebooks into Web App https://github.com/mljar/mercury
You can run Web App locally. What is more, you can adjust notebook's code for your needs. For example, you can set different validation strategies or evalutaion metrics or longer training times. The notebooks in the repo are good starting point for you to develop more advanced apps.
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streamlit VS mercury - a user suggested alternative
2 projects | 8 Jul 2023
- GitHub - mljar/mercury: Convert Jupyter Notebooks to Web Apps
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[P] Opinionated Web Framework for Converting Jupyter Notebooks to Web Apps
The GitHub repository https://github.com/mljar/mercury
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Show HN: Opinionated Web Framework for Converting Jupyter Notebooks to Web Apps
We are working on open-source web framework Mercury that converts Python notebooks to Web Apps.
It is very opinionated:
- it has no callbacks - we automatically re-execute cells below updated widget
- it has no layout widgets, all input widgets are always in the left sidebar
Thanks to above decisions you don't need to change notebook's code to have web app and fit to the framework.
The simplicity of the framework is very important to us. We also care about deployment simplicity. That's why we created a shared hosting service called Mercury Cloud. You can deploy notebook by uploading a file.
The GitHub repository https://github.com/mljar/mercury
Documentation https://RunMercury.com/docs/
Mercury Cloud https://cloud.runmercury.com
- Show HN: Build Web Apps in Jupyter Notebook with Python Only
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[OC] Analyzing 15,963 Job Listings to Uncover the Top Skills for Data Analysts (update)
Analysis was done in Jupyter Notebook with Python 3.10, Pandas, Matplotlib, wordcloud and Mercury framework.
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[OC] Data Analyst Skills in need based on 15,963 job listings
Analysis was done in Jupyter Notebook with Python 3.10 kernel, Pandas, Matplotlib, wordcloud and Mercury framework to share notebook as a web application with widgets and code hidden. Gif created in Canva.
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Share Jupyter Notebook on Hugging Face Spaces with Mercury
Mercury is a framework for converting Jupyter Notebooks to interactive apps (Voila killer),
What are some alternatives?
awesome-notebooks - A powerful data & AI notebook templates catalog: prompts, plugins, models, workflow automation, analytics, code snippets - following the IMO framework to be searchable and reusable in any context.
streamlit - Streamlit — A faster way to build and share data apps.
python-training - Python training for business analysts and traders
voila - Voilà turns Jupyter notebooks into standalone web applications
rapaio-jupyter-kernel - Java jupyter kernel
papermill - 📚 Parameterize, execute, and analyze notebooks
mercury-examples - Example Jupyter Notebooks showing how to use Mercury framework
voila-gridstack - Dashboard template for Voilà based on GridStackJS
jupytext - Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts
awesome-streamlit - The purpose of this project is to share knowledge on how awesome Streamlit is and can be
ipython - Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
ploomber - The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️