best-of-jupyter
Awesome-Out-Of-Distribution-Detection
| best-of-jupyter | Awesome-Out-Of-Distribution-Detection | |
|---|---|---|
| 3 | 6 | |
| 849 | 553 | |
| 3.9% | - | |
| 7.9 | 7.6 | |
| 8 days ago | 20 days ago | |
| Creative Commons Attribution Share Alike 4.0 | Creative Commons Zero v1.0 Universal |
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-jupyter
-
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
-
[P] best-of-ml-python: A ranked list of awesome machine learning Python libraries
best-of-jupyter: Jupyter Notebook, Hub, and Lab projects.
Awesome-Out-Of-Distribution-Detection
What are some alternatives?
ocaml-jupyter - An OCaml kernel for Jupyter (IPython) notebook
awesome-ocr
docker-stacks - Ready-to-run Docker images containing Jupyter applications
Awesome-pytorch-list - A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
ubelt - A Python utility library with a stdlib like feel and extra batteries. Paths, Progress, Dicts, Downloads, Caching, Hashing: ubelt makes it easy!
AugMax - [NeurIPS'21] "AugMax: Adversarial Composition of Random Augmentations for Robust Training" by Haotao Wang, Chaowei Xiao, Jean Kossaifi, Zhiding Yu, Animashree Anandkumar, and Zhangyang Wang.
best-of-generator - 🏆 Generates a ranked list of awesome libraries and tools.
awesome-python-data-science - Probably the best curated list of data science software in Python.
mathquill - Easily type math in your webapp
yt-channels-DS-AI-ML-CS - A comprehensive list of 180+ YouTube Channels for Data Science, Data Engineering, Machine Learning, Deep learning, Computer Science, programming, software engineering, etc.
best-of-web-python - 🏆 A ranked list of awesome python libraries for web development. Updated weekly.
datascience - Curated list of Python resources for data science.