best-of-python-dev
best-of-jupyter
| best-of-python-dev | best-of-jupyter | |
|---|---|---|
| 2 | 3 | |
| 914 | 842 | |
| 1.6% | 2.4% | |
| 7.8 | 7.9 | |
| 2 days ago | 1 day ago | |
| Python | ||
| Creative Commons Attribution Share Alike 4.0 | Creative Commons Attribution Share Alike 4.0 |
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.
best-of-python-dev
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[P] best-of-ml-python: A ranked list of awesome machine learning Python libraries
best-of-python-dev: Python developer tools and libraries:
best-of-jupyter
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Spreadsheet errors can have disastrous consequences – yet we keep making them
What are some Software Development methods for reducing errors:
1. AUTOMATED TESTS; test assertions
To write spreadsheet tests:
A. Write your own test assertion library for their macro language; write assertEqual() in VBscript and Apps Script.
B. Use another language with a test library and a test runner; e.g. Python and the `assert` keyword, unittest.TestCase().assertEqual() or pytest.
C. Test the spreadsheet GUI with something like AutoHotKey.
From https://news.ycombinator.com/item?id=35896192 :
> The Scientific Method is testing, so testing (tests, assertions, fixtures) should be core to any scientific workflow system.
> awesome-jupyter#testing: https://github.com/markusschanta/awesome-jupyter#testing
> ml-tooling/best-of-jupyter lists papermill/papermill under "Interactive Widgets/Visualization" https://github.com/ml-tooling/best-of-jupyter#interactive-wi...
- Mathics: A free, open-source alternative to Mathematica
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[P] best-of-ml-python: A ranked list of awesome machine learning Python libraries
best-of-jupyter: Jupyter Notebook, Hub, and Lab projects.
What are some alternatives?
testbook - 🧪 📗 Unit test your Jupyter Notebooks the right way
ocaml-jupyter - An OCaml kernel for Jupyter (IPython) notebook
ochrona-cli - A command line tool for detecting vulnerabilities in Python dependencies and doing safe package installs
docker-stacks - Ready-to-run Docker images containing Jupyter applications
remote - Moved to https://github.com/labmlai/labml/tree/master/remote
ubelt - A Python utility library with a stdlib like feel and extra batteries. Paths, Progress, Dicts, Downloads, Caching, Hashing: ubelt makes it easy!
autoflake - Removes unused imports and unused variables as reported by pyflakes
best-of-generator - 🏆 Generates a ranked list of awesome libraries and tools.
best-of-web-python - 🏆 A ranked list of awesome python libraries for web development. Updated weekly.
mathquill - Easily type math in your webapp
best-of-ml-python - 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.